Knowledge-aware audio-grounded generative slot filling for limited annotated data - Guangzhi Sun; Chao Zhang; Ivan Vulic; Pawel Budzianowski; Philip C. Woodland (Comput. Speech Lang., 2025)

Fleurs-SLU: A Massively Multilingual Benchmark for Spoken Language Understanding - Fabian David Schmidt; Ivan Vulic; Goran Glavas; David Ifeoluwa Adelani (CoRR, 2025)

Language Fusion for Parameter-Efficient Cross-lingual Transfer - Philipp Borchert; Ivan Vulic; Marie-Francine Moens; Jochen De Weerdt (CoRR, 2025)

Imagine while Reasoning in Space: Multimodal Visualization-of-Thought - Chengzu Li; Wenshan Wu; Huanyu Zhang; Yan Xia; Shaoguang Mao; Li Dong; Ivan Vulic; Furu Wei (CoRR, 2025)

Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies - Han Zhou; Xingchen Wan; Ruoxi Sun; Hamid Palangi; Shariq Iqbal; Ivan Vulic; Anna Korhonen; Sercan Ö. Arik (CoRR, 2025)

AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning - Han Zhou; Xingchen Wan; Ivan Vulic; Anna Korhonen (Trans. Assoc. Comput. Linguistics, 2024)

Self-Augmented In-Context Learning for Unsupervised Word Translation - Yaoyiran Li; Anna Korhonen; Ivan Vulic (Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, ACL 2024 - Short Papers, Bangkok, Thailand, August 11-16, 2024, 2024)

Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems - Songbo Hu; Ivan Vulic; Fangyu Liu; Anna Korhonen (Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC/COLING 2024, 20-25 May, 2024, Torino, Italy, 2024)

Investigating the Potential of Task Arithmetic for Cross-Lingual Transfer - Marinela Parovic; Ivan Vulic; Anna Korhonen (Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2024 - Volume 2: Short Papers, St. Julian's, Malta, March 17-22, 2024, 2024)

Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments - Han Zhou; Xingchen Wan; Yinhong Liu; Nigel Collier; Ivan Vulic; Anna Korhonen (Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024, 2024)

TopViewRS: Vision-Language Models as Top-View Spatial Reasoners - Chengzu Li; Caiqi Zhang; Han Zhou; Nigel Collier; Anna Korhonen; Ivan Vulic (Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024, 2024)

Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages - Fabian David Schmidt; Philipp Borchert; Ivan Vulic; Goran Glavas (Findings of the Association for Computational Linguistics: EMNLP 2024, Miami, Florida, USA, November 12-16, 2024, 2024)

Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation - Markus Frohmann; Igor Sterner; Ivan Vulic; Benjamin Minixhofer; Markus Schedl (Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024, 2024)

Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning - Evgeniia Razumovskaia; Ivan Vulic; Pavle Markovic; Tomasz Cichy; Qian Zheng; Tsung-Hsien Wen; Pawel Budzianowski (Findings of the Association for Computational Linguistics: EMNLP 2024, Miami, Florida, USA, November 12-16, 2024, 2024)

DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models - Songbo Hu; Xiaobin Wang; Moy Yuan; Anna Korhonen; Ivan Vulic (Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: System Demonstrations, NAACL 2024, Mexico City, Mexico, June 16-21, 2024, 2024)

FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing - Chen Liu; Jonas Pfeiffer; Ivan Vulic; Iryna Gurevych (Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), NAACL 2024, Mexico City, Mexico, June 16-21, 2024, 2024)

SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU - Evgeniia Razumovskaia; Goran Glavas; Anna Korhonen; Ivan Vulic (Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), NAACL 2024, Mexico City, Mexico, June 16-21, 2024, 2024)

Zero-Shot Tokenizer Transfer - Benjamin Minixhofer; Edoardo Maria Ponti; Ivan Vulic (Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024, 2024)

CALRec: Contrastive Alignment of Generative LLMs for Sequential Recommendation - Yaoyiran Li; Xiang Zhai; Moustafa Alzantot; Keyi Yu; Ivan Vulic; Anna Korhonen; Mohamed Hammad (Proceedings of the 18th ACM Conference on Recommender Systems, RecSys 2024, Bari, Italy, October 14-18, 2024, 2024)

DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models - Songbo Hu; Xiaobin Wang; Zhangdie Yuan; Anna Korhonen; Ivan Vulic (CoRR, 2024)

Pheme: Efficient and Conversational Speech Generation - Pawel Budzianowski; Taras Sereda; Tomasz Cichy; Ivan Vulic (CoRR, 2024)

Scaling Sparse Fine-Tuning to Large Language Models - Alan Ansell; Ivan Vulic; Hannah Sterz; Anna Korhonen; Edoardo M. Ponti (CoRR, 2024)

Self-Augmented In-Context Learning for Unsupervised Word Translation - Yaoyiran Li; Anna Korhonen; Ivan Vulic (CoRR, 2024)

Unmemorization in Large Language Models via Self-Distillation and Deliberate Imagination - Yijiang River Dong; Hongzhou Lin; Mikhail Belkin; Ramón Huerta; Ivan Vulic (CoRR, 2024)

Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet? - Evgeniia Razumovskaia; Ivan Vulic; Anna Korhonen (CoRR, 2024)

Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators - Yinhong Liu; Han Zhou; Zhijiang Guo; Ehsan Shareghi; Ivan Vulic; Anna Korhonen; Nigel Collier (CoRR, 2024)

CALRec: Contrastive Alignment of Generative LLMs For Sequential Recommendation - Yaoyiran Li; Xiang Zhai; Moustafa Alzantot; Keyi Yu; Ivan Vulic; Anna Korhonen; Mohamed Hammad (CoRR, 2024)

Zero-Shot Tokenizer Transfer - Benjamin Minixhofer; Edoardo Maria Ponti; Ivan Vulic (CoRR, 2024)

Specialising and Analysing Instruction-Tuned and Byte-Level Language Models for Organic Reaction Prediction - Jiayun Pang; Ivan Vulic (CoRR, 2024)

TopViewRS: Vision-Language Models as Top-View Spatial Reasoners - Chengzu Li; Caiqi Zhang; Han Zhou; Nigel Collier; Anna Korhonen; Ivan Vulic (CoRR, 2024)

Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments - Han Zhou; Xingchen Wan; Yinhong Liu; Nigel Collier; Ivan Vulic; Anna Korhonen (CoRR, 2024)

Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages - Fabian David Schmidt; Philipp Borchert; Ivan Vulic; Goran Glavas (CoRR, 2024)

Segment Any Text: A Universal Approach for Robust, Efficient and Adaptable Sentence Segmentation - Markus Frohmann; Igor Sterner; Ivan Vulic; Benjamin Minixhofer; Markus Schedl (CoRR, 2024)

DARE: Diverse Visual Question Answering with Robustness Evaluation - Hannah Sterz; Jonas Pfeiffer; Ivan Vulic (CoRR, 2024)

Aligning with Logic: Measuring, Evaluating and Improving Logical Consistency in Large Language Models - Yinhong Liu; Zhijiang Guo; Tianya Liang; Ehsan Shareghi; Ivan Vulic; Nigel Collier (CoRR, 2024)

Retrofitting (Large) Language Models with Dynamic Tokenization - Darius Feher; Benjamin Minixhofer; Ivan Vulic (CoRR, 2024)

Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation - Olga Majewska; Evgeniia Razumovskaia; Edoardo Maria Ponti; Ivan Vulic; Anna Korhonen (Trans. Assoc. Comput. Linguistics, 2023)

Multi 3 WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems - Songbo Hu; Han Zhou; Mete Hergul; Milan Gritta; Guchun Zhang; Ignacio Iacobacci; Ivan Vulic; Anna Korhonen (Trans. Assoc. Comput. Linguistics, 2023)

Modular Deep Learning - Jonas Pfeiffer; Sebastian Ruder; Ivan Vulic; Edoardo M. Ponti (Trans. Mach. Learn. Res., 2023)

Cross-Lingual Transfer with Target Language-Ready Task Adapters - Marinela Parovic; Alan Ansell; Ivan Vulic; Anna Korhonen (Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue - Nikita Moghe; Evgeniia Razumovskaia; Liane Guillou; Ivan Vulic; Anna Korhonen; Alexandra Birch (Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging - Fabian David Schmidt; Ivan Vulic; Goran Glavas (Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation - Benjamin Minixhofer; Jonas Pfeiffer; Ivan Vulic (Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Distilling Efficient Language-Specific Models for Cross-Lingual Transfer - Alan Ansell; Edoardo Maria Ponti; Anna Korhonen; Ivan Vulic (Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Translation-Enhanced Multilingual Text-to-Image Generation - Yaoyiran Li; Ching-Yun Chang; Stephen Rawls; Ivan Vulic; Anna Korhonen (Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Can Pretrained Language Models (Yet) Reason Deductively? - Zhangdie Yuan; Songbo Hu; Ivan Vulic; Anna Korhonen; Zaiqiao Meng (Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2023, Dubrovnik, Croatia, May 2-6, 2023, 2023)

Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders - Ivan Vulic; Goran Glavas; Fangyu Liu; Nigel Collier; Edoardo Maria Ponti; Anna Korhonen (Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2023, Dubrovnik, Croatia, May 2-6, 2023, 2023)

Delving Deeper into Cross-lingual Visual Question Answering - Chen Liu; Jonas Pfeiffer; Anna Korhonen; Ivan Vulic; Iryna Gurevych (Findings of the Association for Computational Linguistics: EACL 2023, Dubrovnik, Croatia, May 2-6, 2023, 2023)

Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning - Clifton Poth; Hannah Sterz; Indraneil Paul; Sukannya Purkayastha; Leon Engländer; Timo Imhof; Ivan Vulic; Sebastian Ruder; Iryna Gurevych; Jonas Pfeiffer (Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023 - System Demonstrations, Singapore, December 6-10, 2023, 2023)

CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models - Benjamin Minixhofer; Jonas Pfeiffer; Ivan Vulic (Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023, 2023)

Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity - Alan Ansell; Marinela Parovic; Ivan Vulic; Anna Korhonen; Edoardo M. Ponti (Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023, 2023)

Transfer-Free Data-Efficient Multilingual Slot Labeling - Evgeniia Razumovskaia; Ivan Vulic; Anna Korhonen (Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023, 2023)

A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems - Songbo Hu; Han Zhou; Moy Yuan; Milan Gritta; Guchun Zhang; Ignacio Iacobacci; Anna Korhonen; Ivan Vulic (Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023, 2023)

Quantifying the Dialect Gap and its Correlates Across Languages - Anjali Kantharuban; Ivan Vulic; Anna Korhonen (Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023, 2023)

Romanization-based Large-scale Adaptation of Multilingual Language Models - Sukannya Purkayastha; Sebastian Ruder; Jonas Pfeiffer; Iryna Gurevych; Ivan Vulic (Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023, 2023)

On Bilingual Lexicon Induction with Large Language Models - Yaoyiran Li; Anna Korhonen; Ivan Vulic (Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023, 2023)

One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging for Cross-Lingual Transfer - Fabian David Schmidt; Ivan Vulic; Goran Glavas (Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023, 2023)

Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning - Han Zhou; Xingchen Wan; Ivan Vulic; Anna Korhonen (Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023, 2023)

Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese - Vésteinn Snæbjarnarson; Annika Simonsen; Goran Glavas; Ivan Vulic (Proceedings of the 24th Nordic Conference on Computational Linguistics, NoDaLiDa 2023, Tórshavn, Faroe Islands, May 22-24, 2023, 2023)

Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing - Chen Cecilia Liu; Jonas Pfeiffer; Ivan Vulic; Iryna Gurevych (CoRR, 2023)

AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning - Han Zhou; Xingchen Wan; Ivan Vulic; Anna Korhonen (CoRR, 2023)

Modular Deep Learning - Jonas Pfeiffer; Sebastian Ruder; Ivan Vulic; Edoardo Maria Ponti (CoRR, 2023)

Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese - Vésteinn Snæbjarnarson; Annika Simonsen; Goran Glavas; Ivan Vulic (CoRR, 2023)

Romanization-based Large-scale Adaptation of Multilingual Language Models - Sukannya Purkayastha; Sebastian Ruder; Jonas Pfeiffer; Iryna Gurevych; Ivan Vulic (CoRR, 2023)

Transfer-Free Data-Efficient Multilingual Slot Labeling - Evgeniia Razumovskaia; Ivan Vulic; Anna Korhonen (CoRR, 2023)

CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models - Benjamin Minixhofer; Jonas Pfeiffer; Ivan Vulic (CoRR, 2023)

Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging - Fabian David Schmidt; Ivan Vulic; Goran Glavas (CoRR, 2023)

Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation - Benjamin Minixhofer; Jonas Pfeiffer; Ivan Vulic (CoRR, 2023)

Translation-Enhanced Multilingual Text-to-Image Generation - Yaoyiran Li; Ching-Yun Chang; Stephen Rawls; Ivan Vulic; Anna Korhonen (CoRR, 2023)

Distilling Efficient Language-Specific Models for Cross-Lingual Transfer - Alan Ansell; Edoardo Maria Ponti; Anna Korhonen; Ivan Vulic (CoRR, 2023)

Cross-Lingual Transfer with Target Language-Ready Task Adapters - Marinela Parovic; Alan Ansell; Ivan Vulic; Anna Korhonen (CoRR, 2023)

Knowledge-Aware Audio-Grounded Generative Slot Filling for Limited Annotated Data - Guangzhi Sun; Chao Zhang; Ivan Vulic; Pawel Budzianowski; Philip C. Woodland (CoRR, 2023)

Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems - Songbo Hu; Han Zhou; Mete Hergul; Milan Gritta; Guchun Zhang; Ignacio Iacobacci; Ivan Vulic; Anna Korhonen (CoRR, 2023)

One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging For Cross-Lingual Transfer - Fabian David Schmidt; Ivan Vulic; Goran Glavas (CoRR, 2023)

Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning - Han Zhou; Xingchen Wan; Ivan Vulic; Anna Korhonen (CoRR, 2023)

A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems - Songbo Hu; Han Zhou; Moy Yuan; Milan Gritta; Guchun Zhang; Ignacio Iacobacci; Anna Korhonen; Ivan Vulic (CoRR, 2023)

On Bilingual Lexicon Induction with Large Language Models - Yaoyiran Li; Anna Korhonen; Ivan Vulic (CoRR, 2023)

Quantifying the Dialect Gap and its Correlates Across Languages - Anjali Kantharuban; Ivan Vulic; Anna Korhonen (CoRR, 2023)

SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU - Evgeniia Razumovskaia; Goran Glavas; Anna Korhonen; Ivan Vulic (CoRR, 2023)

Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning - Evgeniia Razumovskaia; Ivan Vulic; Pavle Markovic; Tomasz Cichy; Qian Zheng; Tsung-Hsien Wen; Pawel Budzianowski (CoRR, 2023)

Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning - Clifton Poth; Hannah Sterz; Indraneil Paul; Sukannya Purkayastha; Leon Engländer; Timo Imhof; Ivan Vulic; Sebastian Ruder; Iryna Gurevych; Jonas Pfeiffer (CoRR, 2023)

On Task Performance and Model Calibration with Supervised and Self-Ensembled In-Context Learning - Chengzu Li; Han Zhou; Goran Glavas; Anna Korhonen; Ivan Vulic (CoRR, 2023)

On cross-lingual retrieval with multilingual text encoders - Robert Litschko; Ivan Vulic; Simone Paolo Ponzetto; Goran Glavas (Inf. Retr. J., 2022)

Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems - Evgeniia Razumovskaia; Goran Glavas; Olga Majewska; Edoardo Maria Ponti; Anna Korhonen; Ivan Vulic (J. Artif. Intell. Res., 2022)

Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval - Gregor Geigle; Jonas Pfeiffer; Nils Reimers; Ivan Vulic; Iryna Gurevych (Trans. Assoc. Comput. Linguistics, 2022)

Natural Language Processing for Multilingual Task-Oriented Dialogue - Evgeniia Razumovskaia; Goran Glavas; Olga Majewska; Edoardo Maria Ponti; Ivan Vulic (Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, ACL 2022 - Tutorial Abstracts, Dublin, Ireland, May 22-27, 2022, 2022)

Composable Sparse Fine-Tuning for Cross-Lingual Transfer - Alan Ansell; Edoardo Maria Ponti; Anna Korhonen; Ivan Vulic (Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue - Evgeniia Razumovskaia; Ivan Vulic; Anna Korhonen (Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold - Sebastian Ruder; Ivan Vulic; Anders Søgaard (Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

xGQA: Cross-Lingual Visual Question Answering - Jonas Pfeiffer; Gregor Geigle; Aishwarya Kamath; Jan-Martin O. Steitz; Stefan Roth; Ivan Vulic; Iryna Gurevych (Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

Improving Word Translation via Two-Stage Contrastive Learning - Yaoyiran Li; Fangyu Liu; Nigel Collier; Anna Korhonen; Ivan Vulic (Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

Prix-LM: Pretraining for Multilingual Knowledge Base Construction - Wenxuan Zhou; Fangyu Liu; Ivan Vulic; Nigel Collier; Muhao Chen (Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval - Robert Litschko; Ivan Vulic; Goran Glavas (Proceedings of the 29th International Conference on Computational Linguistics, COLING 2022, Gyeongju, Republic of Korea, October 12-17, 2022, 2022)

Improving Bilingual Lexicon Induction with Cross-Encoder Reranking - Yaoyiran Li; Fangyu Liu; Ivan Vulic; Anna Korhonen (Findings of the Association for Computational Linguistics: EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022)

Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders - Ivan Vulic; Iñigo Casanueva; Georgios Spithourakis; Avishek Mondal; Tsung-Hsien Wen; Pawel Budzianowski (Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022)

Don't Stop Fine-Tuning: On Training Regimes for Few-Shot Cross-Lingual Transfer with Multilingual Language Models - Fabian David Schmidt; Ivan Vulic; Goran Glavas (Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022)

SLICER: Sliced Fine-Tuning for Low-Resource Cross-Lingual Transfer for Named Entity Recognition - Fabian David Schmidt; Ivan Vulic; Goran Glavas (Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022)

IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages - Emanuele Bugliarello; Fangyu Liu; Jonas Pfeiffer; Siva Reddy; Desmond Elliott; Edoardo Maria Ponti; Ivan Vulic (International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA, 2022)

EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification - Georgios Spithourakis; Ivan Vulic; Michal Lis; Iñigo Casanueva; Pawel Budzianowski (Findings of the Association for Computational Linguistics: NAACL 2022, Seattle, WA, United States, July 10-15, 2022, 2022)

BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer - Marinela Parovic; Goran Glavas; Ivan Vulic; Anna Korhonen (Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2022, Seattle, WA, United States, July 10-15, 2022, 2022)

NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue - Iñigo Casanueva; Ivan Vulic; Georgios Spithourakis; Pawel Budzianowski (Findings of the Association for Computational Linguistics: NAACL 2022, Seattle, WA, United States, July 10-15, 2022, 2022)

Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog - Chia-Chien Hung; Anne Lauscher; Ivan Vulic; Simone Paolo Ponzetto; Goran Glavas (Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2022, Seattle, WA, United States, July 10-15, 2022, 2022)

Proceedings of Deep Learning Inside Out: The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures, DeeLIO@ACL 2022, Dublin, Ireland and Online, May 27, 2022 - Eneko Agirre; Marianna Apidianaki; Ivan Vulic (Association for Computational Linguistics, 2022)

IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages - Emanuele Bugliarello; Fangyu Liu; Jonas Pfeiffer; Siva Reddy; Desmond Elliott; Edoardo Maria Ponti; Ivan Vulic (CoRR, 2022)

Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation - Olga Majewska; Evgeniia Razumovskaia; Edoardo Maria Ponti; Ivan Vulic; Anna Korhonen (CoRR, 2022)

Delving Deeper into Cross-lingual Visual Question Answering - Chen Liu; Jonas Pfeiffer; Anna Korhonen; Ivan Vulic; Iryna Gurevych (CoRR, 2022)

Improving Word Translation via Two-Stage Contrastive Learning - Yaoyiran Li; Fangyu Liu; Nigel Collier; Anna Korhonen; Ivan Vulic (CoRR, 2022)

Improved and Efficient Conversational Slot Labeling through Question Answering - Gabor Fuisz; Ivan Vulic; Samuel Gibbons; Iñigo Casanueva; Pawel Budzianowski (CoRR, 2022)

Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval - Robert Litschko; Ivan Vulic; Goran Glavas (CoRR, 2022)

NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue - Iñigo Casanueva; Ivan Vulic; Georgios Spithourakis; Pawel Budzianowski (CoRR, 2022)

EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification - Georgios P. Spithourakis; Ivan Vulic; Michal Lis; Iñigo Casanueva; Pawel Budzianowski (CoRR, 2022)

Exposing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders - Ivan Vulic; Goran Glavas; Fangyu Liu; Nigel Collier; Edoardo Maria Ponti; Anna Korhonen (CoRR, 2022)

Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog - Chia-Chien Hung; Anne Lauscher; Ivan Vulic; Simone Paolo Ponzetto; Goran Glavas (CoRR, 2022)

Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold - Sebastian Ruder; Ivan Vulic; Anders Søgaard (CoRR, 2022)

Can Pretrained Language Models (Yet) Reason Deductively? - Zhangdie Yuan; Songbo Hu; Ivan Vulic; Anna Korhonen; Zaiqiao Meng (CoRR, 2022)

Improving Bilingual Lexicon Induction with Cross-Encoder Reranking - Yaoyiran Li; Fangyu Liu; Ivan Vulic; Anna Korhonen (CoRR, 2022)

Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems - Songbo Hu; Ivan Vulic; Fangyu Liu; Anna Korhonen (CoRR, 2022)

MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue - Nikita Moghe; Evgeniia Razumovskaia; Liane Guillou; Ivan Vulic; Anna Korhonen; Alexandra Birch (CoRR, 2022)

Semantic Data Set Construction from Human Clustering and Spatial Arrangement - Olga Majewska; Diana McCarthy; Jasper J. F. van den Bosch; Nikolaus Kriegeskorte; Ivan Vulic; Anna Korhonen (Comput. Linguistics, 2021)

Trustworthy Wireless Sensor Networks for Monitoring Humidity and Moisture Environments - Radomir Prodanovic; Sohail Sarang; Dejan D. Rancic; Ivan Vulic; Goran M. Stojanovic; Stevan Stankovski; Gordana Ostojic; Igor Baranovski; Dusan Maksovic (Sensors, 2021)

Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages - Edoardo Maria Ponti; Ivan Vulic; Ryan Cotterell; Marinela Parovic; Roi Reichart; Anna Korhonen (Trans. Assoc. Comput. Linguistics, 2021)

Analogy Training Multilingual Encoders - Nicolas Garneau; Mareike Hartmann; Anders Sandholm; Sebastian Ruder; Ivan Vulic; Anders Søgaard (Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, 2021)

Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking - Fangyu Liu; Ivan Vulic; Anna Korhonen; Nigel Collier (Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021 (Volume 2: Short Papers), Virtual Event, August 1-6, 2021, 2021)

RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models - Soumya Barikeri; Anne Lauscher; Ivan Vulic; Goran Glavas (Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021 (Volume 1: Long Papers), Virtual Event, August 1-6, 2021, 2021)

How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models - Phillip Rust; Jonas Pfeiffer; Ivan Vulic; Sebastian Ruder; Iryna Gurevych (Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021 (Volume 1: Long Papers), Virtual Event, August 1-6, 2021, 2021)

Climbing the Tower of Treebanks: Improving Low-Resource Dependency Parsing via Hierarchical Source Selection - Goran Glavas; Ivan Vulic (Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, Online Event, August 1-6, 2021, 2021)

LexFit: Lexical Fine-Tuning of Pretrained Language Models - Ivan Vulic; Edoardo Maria Ponti; Anna Korhonen; Goran Glavas (Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021 (Volume 1: Long Papers), Virtual Event, August 1-6, 2021, 2021)

A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters - Mengjie Zhao; Yi Zhu; Ehsan Shareghi; Ivan Vulic; Roi Reichart; Anna Korhonen; Hinrich Schütze (Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021 (Volume 1: Long Papers), Virtual Event, August 1-6, 2021, 2021)

Verb Knowledge Injection for Multilingual Event Processing - Olga Majewska; Ivan Vulic; Goran Glavas; Edoardo Maria Ponti; Anna Korhonen (Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021 (Volume 1: Long Papers), Virtual Event, August 1-6, 2021, 2021)

MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models - Qianchu Liu; Fangyu Liu; Nigel Collier; Anna Korhonen; Ivan Vulic (Proceedings of the 25th Conference on Computational Natural Language Learning, CoNLL 2021, Online, November 10-11, 2021, 2021)

Is Supervised Syntactic Parsing Beneficial for Language Understanding Tasks? An Empirical Investigation - Goran Glavas; Ivan Vulic (Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, EACL 2021, Online, April 19 - 23, 2021, 2021)

Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval - Robert Litschko; Ivan Vulic; Simone Paolo Ponzetto; Goran Glavas (Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part I, 2021)

ConvFiT: Conversational Fine-Tuning of Pretrained Language Models - Ivan Vulic; Pei-Hao Su; Samuel Coope; Daniela Gerz; Pawel Budzianowski; Iñigo Casanueva; Nikola Mrksic; Tsung-Hsien Wen (Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021, 2021)

Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders - Fangyu Liu; Ivan Vulic; Anna Korhonen; Nigel Collier (Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021, 2021)

MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer - Alan Ansell; Edoardo Maria Ponti; Jonas Pfeiffer; Sebastian Ruder; Goran Glavas; Ivan Vulic; Anna Korhonen (Findings of the Association for Computational Linguistics: EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November, 2021, 2021)

AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples - Qianchu Liu; Edoardo Maria Ponti; Diana McCarthy; Ivan Vulic; Anna Korhonen (Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021, 2021)

Multilingual and Cross-Lingual Intent Detection from Spoken Data - Daniela Gerz; Pei-Hao Su; Razvan Kusztos; Avishek Mondal; Michal Lis; Eshan Singhal; Nikola Mrksic; Tsung-Hsien Wen; Ivan Vulic (Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021, 2021)

UNKs Everywhere: Adapting Multilingual Language Models to New Scripts - Jonas Pfeiffer; Ivan Vulic; Iryna Gurevych; Sebastian Ruder (Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021, 2021)

ConVEx: Data-Efficient and Few-Shot Slot Labeling - Matthew Henderson; Ivan Vulic (Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2021, Online, June 6-11, 2021, 2021)

Proceedings of Deep Learning Inside Out: The 2nd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures, DeeLIO@NAACL-HLT 2021, Online, June 10 2021 - Eneko Agirre; Marianna Apidianaki; Ivan Vulic (Association for Computational Linguistics, 2021)

Proceedings of the 6th Workshop on Representation Learning for NLP, RepL4NLP@ACL-IJCNLP 2021, Online, August 6, 2021 - Anna Rogers; Iacer Calixto; Ivan Vulic; Naomi Saphra; Nora Kassner; Oana-Maria Camburu; Trapit Bansal; Vered Shwartz (Association for Computational Linguistics, 2021)

Proceedings of *SEM 2021: The Tenth Joint Conference on Lexical and Computational Semantics, *SEM 2021, Online, August 5-6, 2021 - Vivi Nastase; Ivan Vulic (Association for Computational Linguistics, 2021)

Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval - Robert Litschko; Ivan Vulic; Simone Paolo Ponzetto; Goran Glavas (CoRR, 2021)

Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval - Gregor Geigle; Jonas Pfeiffer; Nils Reimers; Ivan Vulic; Iryna Gurevych (CoRR, 2021)

Fast, Effective and Self-Supervised: Transforming Masked LanguageModels into Universal Lexical and Sentence Encoders - Fangyu Liu; Ivan Vulic; Anna Korhonen; Nigel Collier (CoRR, 2021)

Multilingual and Cross-Lingual Intent Detection from Spoken Data - Daniela Gerz; Pei-Hao Su; Razvan Kusztos; Avishek Mondal; Michal Lis; Eshan Singhal; Nikola Mrksic; Tsung-Hsien Wen; Ivan Vulic (CoRR, 2021)

Crossing the Conversational Chasm: A Primer on Multilingual Task-Oriented Dialogue Systems - Evgeniia Razumovskaia; Goran Glavas; Olga Majewska; Anna Korhonen; Ivan Vulic (CoRR, 2021)

AM2iCo: Evaluating Word Meaning in Context across Low-ResourceLanguages with Adversarial Examples - Qianchu Liu; Edoardo Maria Ponti; Diana McCarthy; Ivan Vulic; Anna Korhonen (CoRR, 2021)

Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking - Fangyu Liu; Ivan Vulic; Anna Korhonen; Nigel Collier (CoRR, 2021)

RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models - Soumya Barikeri; Anne Lauscher; Ivan Vulic; Goran Glavas (CoRR, 2021)

Modelling Latent Translations for Cross-Lingual Transfer - Edoardo Maria Ponti; Julia Kreutzer; Ivan Vulic; Siva Reddy (CoRR, 2021)

Towards Zero-shot Language Modeling - Edoardo Maria Ponti; Ivan Vulic; Ryan Cotterell; Roi Reichart; Anna Korhonen (CoRR, 2021)

xGQA: Cross-Lingual Visual Question Answering - Jonas Pfeiffer; Gregor Geigle; Aishwarya Kamath; Jan-Martin O. Steitz; Stefan Roth; Ivan Vulic; Iryna Gurevych (CoRR, 2021)

MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models - Qianchu Liu; Fangyu Liu; Nigel Collier; Anna Korhonen; Ivan Vulic (CoRR, 2021)

ConvFiT: Conversational Fine-Tuning of Pretrained Language Models - Ivan Vulic; Pei-Hao Su; Sam Coope; Daniela Gerz; Pawel Budzianowski; Iñigo Casanueva; Nikola Mrksic; Tsung-Hsien Wen (CoRR, 2021)

Composable Sparse Fine-Tuning for Cross-Lingual Transfer - Alan Ansell; Edoardo Maria Ponti; Anna Korhonen; Ivan Vulic (CoRR, 2021)

Prix-LM: Pretraining for Multilingual Knowledge Base Construction - Wenxuan Zhou; Fangyu Liu; Ivan Vulic; Nigel Collier; Muhao Chen (CoRR, 2021)

On Cross-Lingual Retrieval with Multilingual Text Encoders - Robert Litschko; Ivan Vulic; Simone Paolo Ponzetto; Goran Glavas (CoRR, 2021)

Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity - Ivan Vulic; Simon Baker; Edoardo Maria Ponti; Ulla Petti; Ira Leviant; Kelly Wing; Olga Majewska; Eden Bar; Matt Malone; Thierry Poibeau; Roi Reichart; Anna Korhonen (Comput. Linguistics, 2020)

Wireless Sensor Network in Agriculture: Model of Cyber Security - Radomir Prodanovic; Dejan D. Rancic; Ivan Vulic; Nenad Zoric; Dusan Bogicevic; Gordana Ostojic; Sohail Sarang; Stevan Stankovski (Sensors, 2020)

A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces - Anne Lauscher; Goran Glavas; Simone Paolo Ponzetto; Ivan Vulic (The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, 2020)

Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations - Sam Coope; Tyler Farghly; Daniela Gerz; Ivan Vulic; Matthew Henderson (Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020, Online, July 5-10, 2020, 2020)

Multidirectional Associative Optimization of Function-Specific Word Representations - Daniela Gerz; Ivan Vulic; Marek Rei; Roi Reichart; Anna Korhonen (Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020, Online, July 5-10, 2020, 2020)

Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction - Mladen Karan; Ivan Vulic; Anna Korhonen; Goran Glavas (Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020, Online, July 5-10, 2020, 2020)

Non-Linear Instance-Based Cross-Lingual Mapping for Non-Isomorphic Embedding Spaces - Goran Glavas; Ivan Vulic (Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020, Online, July 5-10, 2020, 2020)

Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity - Anne Lauscher; Ivan Vulic; Edoardo Maria Ponti; Anna Korhonen; Goran Glavas (Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020, Barcelona, Spain (Online), December 8-13, 2020, 2020)

Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers - Robert Litschko; Ivan Vulic; Zeljko Agic; Goran Glavas (Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020, Barcelona, Spain (Online), December 8-13, 2020, 2020)

Emergent Communication Pretraining for Few-Shot Machine Translation - Yaoyiran Li; Edoardo Maria Ponti; Ivan Vulic; Anna Korhonen (Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020, Barcelona, Spain (Online), December 8-13, 2020, 2020)

Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis - Olga Majewska; Ivan Vulic; Diana McCarthy; Anna Korhonen (Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020, Barcelona, Spain (Online), December 8-13, 2020, 2020)

XHate-999: Analyzing and Detecting Abusive Language Across Domains and Languages - Goran Glavas; Mladen Karan; Ivan Vulic (Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020, Barcelona, Spain (Online), December 8-13, 2020, 2020)

AdapterHub: A Framework for Adapting Transformers - Jonas Pfeiffer; Andreas Rücklé; Clifton Poth; Aishwarya Kamath; Ivan Vulic; Sebastian Ruder; Kyunghyun Cho; Iryna Gurevych (Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, EMNLP 2020 - Demos, Online, November 16-20, 2020, 2020)

ConveRT: Efficient and Accurate Conversational Representations from Transformers - Matthew Henderson; Iñigo Casanueva; Nikola Mrksic; Pei-Hao Su; Tsung-Hsien Wen; Ivan Vulic (Findings of the Association for Computational Linguistics: EMNLP 2020, Online Event, 16-20 November 2020, 2020)

XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning - Edoardo Maria Ponti; Goran Glavas; Olga Majewska; Qianchu Liu; Ivan Vulic; Anna Korhonen (Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020, 2020)

The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures - Haim Dubossarsky; Ivan Vulic; Roi Reichart; Anna Korhonen (Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020, 2020)

Are All Good Word Vector Spaces Isomorphic? - Ivan Vulic; Sebastian Ruder; Anders Søgaard (Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020, 2020)

From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers - Anne Lauscher; Vinit Ravishankar; Ivan Vulic; Goran Glavas (Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020, 2020)

Probing Pretrained Language Models for Lexical Semantics - Ivan Vulic; Edoardo Maria Ponti; Robert Litschko; Goran Glavas; Anna Korhonen (Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020, 2020)

MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer - Jonas Pfeiffer; Ivan Vulic; Iryna Gurevych; Sebastian Ruder (Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020, 2020)

Spatial Multi-Arrangement for Clustering and Multi-way Similarity Dataset Construction - Olga Majewska; Diana McCarthy; Jasper J. F. van den Bosch; Nikolaus Kriegeskorte; Ivan Vulic; Anna Korhonen (Proceedings of The 12th Language Resources and Evaluation Conference, LREC 2020, Marseille, France, May 11-16, 2020, 2020)

Improving Bilingual Lexicon Induction with Unsupervised Post-Processing of Monolingual Word Vector Spaces - Ivan Vulic; Anna Korhonen; Goran Glavas (Proceedings of the 5th Workshop on Representation Learning for NLP, RepL4NLP@ACL 2020, Online, July 9, 2020, 2020)

SemEval-2020 Task 2: Predicting Multilingual and Cross-Lingual (Graded) Lexical Entailment - Goran Glavas; Ivan Vulic; Anna Korhonen; Simone Paolo Ponzetto (Proceedings of the Fourteenth Workshop on Semantic Evaluation, SemEval@COLING 2020, Barcelona (online), December 12-13, 2020, 2020)

SemEval-2020 Task 3: Graded Word Similarity in Context - Carlos Santos Armendariz; Matthew Purver; Senja Pollak; Nikola Ljubesic; Matej Ulcar; Ivan Vulic; Mohammad Taher Pilehvar (Proceedings of the Fourteenth Workshop on Semantic Evaluation, SemEval@COLING 2020, Barcelona (online), December 12-13, 2020, 2020)

Lost in Embedding Space: Explaining Cross-Lingual Task Performance with Eigenvalue Divergence - Haim Dubossarsky; Ivan Vulic; Roi Reichart; Anna Korhonen (CoRR, 2020)

Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages - Edoardo Maria Ponti; Ivan Vulic; Ryan Cotterell; Marinela Parovic; Roi Reichart; Anna Korhonen (CoRR, 2020)

Efficient Intent Detection with Dual Sentence Encoders - Iñigo Casanueva; Tadas Temcinas; Daniela Gerz; Matthew Henderson; Ivan Vulic (CoRR, 2020)

Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity - Ivan Vulic; Simon Baker; Edoardo Maria Ponti; Ulla Petti; Ira Leviant; Kelly Wing; Olga Majewska; Eden Bar; Matt Malone; Thierry Poibeau; Roi Reichart; Anna Korhonen (CoRR, 2020)

Are All Good Word Vector Spaces Isomorphic? - Ivan Vulic; Sebastian Ruder; Anders Søgaard (CoRR, 2020)

Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers - Robert Litschko; Ivan Vulic; Zeljko Agic; Goran Glavas (CoRR, 2020)

MAD-X: An Adapter-based Framework for Multi-task Cross-lingual Transfer - Jonas Pfeiffer; Ivan Vulic; Iryna Gurevych; Sebastian Ruder (CoRR, 2020)

XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning - Edoardo Maria Ponti; Goran Glavas; Olga Majewska; Qianchu Liu; Ivan Vulic; Anna Korhonen (CoRR, 2020)

From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers - Anne Lauscher; Vinit Ravishankar; Ivan Vulic; Goran Glavas (CoRR, 2020)

Multidirectional Associative Optimization of Function-Specific Word Representations - Daniela Gerz; Ivan Vulic; Marek Rei; Roi Reichart; Anna Korhonen (CoRR, 2020)

Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations - Sam Coope; Tyler Farghly; Daniela Gerz; Ivan Vulic; Matthew Henderson (CoRR, 2020)

AdapterHub: A Framework for Adapting Transformers - Jonas Pfeiffer; Andreas Rücklé; Clifton Poth; Aishwarya Kamath; Ivan Vulic; Sebastian Ruder; Kyunghyun Cho; Iryna Gurevych (CoRR, 2020)

Is Supervised Syntactic Parsing Beneficial for Language Understanding? An Empirical Investigation - Goran Glavas; Ivan Vulic (CoRR, 2020)

Probing Pretrained Language Models for Lexical Semantics - Ivan Vulic; Edoardo Maria Ponti; Robert Litschko; Goran Glavas; Anna Korhonen (CoRR, 2020)

ConVEx: Data-Efficient and Few-Shot Slot Labeling - Matthew Henderson; Ivan Vulic (CoRR, 2020)

Emergent Communication Pretraining for Few-Shot Machine Translation - Yaoyiran Li; Edoardo Maria Ponti; Ivan Vulic; Anna Korhonen (CoRR, 2020)

Orthogonal Language and Task Adapters in Zero-Shot Cross-Lingual Transfer - Marko Vidoni; Ivan Vulic; Goran Glavas (CoRR, 2020)

Verb Knowledge Injection for Multilingual Event Processing - Olga Majewska; Ivan Vulic; Goran Glavas; Edoardo Maria Ponti; Anna Korhonen (CoRR, 2020)

UNKs Everywhere: Adapting Multilingual Language Models to New Scripts - Jonas Pfeiffer; Ivan Vulic; Iryna Gurevych; Sebastian Ruder (CoRR, 2020)

How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models - Phillip Rust; Jonas Pfeiffer; Ivan Vulic; Sebastian Ruder; Iryna Gurevych (CoRR, 2020)

Cross-Lingual Word Embeddings - Anders Søgaard; Ivan Vulic; Sebastian Ruder; Manaal Faruqui (Morgan & Claypool Publishers, 2019)

Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing - Edoardo Maria Ponti; Helen O'Horan; Yevgeni Berzak; Ivan Vulic; Roi Reichart; Thierry Poibeau; Ekaterina Shutova; Anna Korhonen (Comput. Linguistics, 2019)

Classification as an approach to public key infrastructure requirements analysis - Radomir Prodanovic; Ivan Vulic (IET Softw., 2019)

A Survey of Cross-lingual Word Embedding Models - Sebastian Ruder; Ivan Vulic; Anders Søgaard (J. Artif. Intell. Res., 2019)

Unsupervised Cross-Lingual Representation Learning - Sebastian Ruder; Anders Søgaard; Ivan Vulic (Proceedings of the 57th Conference of the Association for Computational Linguistics: Tutorial Abstracts, ACL 2019, Florence, Italy, July 28, 2019, Volume 4: Tutorial Abstracts, 2019)

How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions - Goran Glavas; Robert Litschko; Sebastian Ruder; Ivan Vulic (Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers, 2019)

JW300: A Wide-Coverage Parallel Corpus for Low-Resource Languages - Zeljko Agic; Ivan Vulic (Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers, 2019)

Generalized Tuning of Distributional Word Vectors for Monolingual and Cross-Lingual Lexical Entailment - Goran Glavas; Ivan Vulic (Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers, 2019)

Multilingual and Cross-Lingual Graded Lexical Entailment - Ivan Vulic; Simone Paolo Ponzetto; Goran Glavas (Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers, 2019)

Training Neural Response Selection for Task-Oriented Dialogue Systems - Matthew Henderson; Ivan Vulic; Daniela Gerz; Iñigo Casanueva; Pawel Budzianowski; Sam Coope; Georgios Spithourakis; Tsung-Hsien Wen; Nikola Mrksic; Pei-Hao Su (Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers, 2019)

Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation - Qianchu Liu; Diana McCarthy; Ivan Vulic; Anna Korhonen (Proceedings of the 23rd Conference on Computational Natural Language Learning, CoNLL 2019, Hong Kong, China, November 3-4, 2019, 2019)

On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages - Yi Zhu; Benjamin Heinzerling; Ivan Vulic; Michael Strube; Roi Reichart; Anna Korhonen (Proceedings of the 23rd Conference on Computational Natural Language Learning, CoNLL 2019, Hong Kong, China, November 3-4, 2019, 2019)

Zero-Shot Language Transfer for Cross-Lingual Sentence Retrieval Using Bidirectional Attention Model - Goran Glavas; Ivan Vulic (Advances in Information Retrieval - 41st European Conference on IR Research, ECIR 2019, Cologne, Germany, April 14-18, 2019, Proceedings, Part I, 2019)

Hello, It's GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems - Pawel Budzianowski; Ivan Vulic (Proceedings of the 3rd Workshop on Neural Generation and Translation@EMNLP-IJCNLP 2019, Hong Kong, November 4, 2019, 2019)

Semantic Specialization of Distributional Word Vectors - Goran Glavas; Edoardo Maria Ponti; Ivan Vulic (Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019 - Tutorial Abstracts, 2019)

PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking - Matthew Henderson; Ivan Vulic; Iñigo Casanueva; Pawel Budzianowski; Daniela Gerz; Sam Coope; Georgios Spithourakis; Tsung-Hsien Wen; Nikola Mrksic; Pei-Hao Su (Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019 - System Demonstrations, 2019)

Cross-lingual Semantic Specialization via Lexical Relation Induction - Edoardo Maria Ponti; Ivan Vulic; Goran Glavas; Roi Reichart; Anna Korhonen (Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019, 2019)

Towards Zero-shot Language Modeling - Edoardo Maria Ponti; Ivan Vulic; Ryan Cotterell; Roi Reichart; Anna Korhonen (Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019, 2019)

Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? - Ivan Vulic; Goran Glavas; Roi Reichart; Anna Korhonen (Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019, 2019)

Data Collection and End-to-End Learning for Conversational AI - Tsung-Hsien Wen; Pei-Hao Su; Pawel Budzianowski; Iñigo Casanueva; Ivan Vulic (Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019 - Tutorial Abstracts, 2019)

A Systematic Study of Leveraging Subword Information for Learning Word Representations - Yi Zhu; Ivan Vulic; Anna Korhonen (Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long and Short Papers), 2019)

Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs - Geert Heyman; Bregt Verreet; Ivan Vulic; Marie-Francine Moens (Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long and Short Papers), 2019)

Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines - Ehsan Shareghi; Daniela Gerz; Ivan Vulic; Anna Korhonen (Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long and Short Papers), 2019)

Specializing Distributional Vectors of All Words for Lexical Entailment - Aishwarya Kamath; Jonas Pfeiffer; Edoardo Maria Ponti; Goran Glavas; Ivan Vulic (Proceedings of the 4th Workshop on Representation Learning for NLP, RepL4NLP@ACL 2019, Florence, Italy, August 2, 2019, 2019)

Evaluating Resource-Lean Cross-Lingual Embedding Models in Unsupervised Retrieval - Robert Litschko; Goran Glavas; Ivan Vulic; Laura Dietz (Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019, 2019)

How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions - Goran Glavas; Robert Litschko; Sebastian Ruder; Ivan Vulic (CoRR, 2019)

A Repository of Conversational Datasets - Matthew Henderson; Pawel Budzianowski; Iñigo Casanueva; Sam Coope; Daniela Gerz; Girish Kumar; Nikola Mrksic; Georgios Spithourakis; Pei-Hao Su; Ivan Vulic; Tsung-Hsien Wen (CoRR, 2019)

A Systematic Study of Leveraging Subword Information for Learning Word Representations - Yi Zhu; Ivan Vulic; Anna Korhonen (CoRR, 2019)

Training Neural Response Selection for Task-Oriented Dialogue Systems - Matthew Henderson; Ivan Vulic; Daniela Gerz; Iñigo Casanueva; Pawel Budzianowski; Sam Coope; Georgios Spithourakis; Tsung-Hsien Wen; Nikola Mrksic; Pei-Hao Su (CoRR, 2019)

Hello, It's GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems - Pawel Budzianowski; Ivan Vulic (CoRR, 2019)

PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking - Matthew Henderson; Ivan Vulic; Iñigo Casanueva; Pawel Budzianowski; Daniela Gerz; Sam Coope; Georgios Spithourakis; Tsung-Hsien Wen; Nikola Mrksic; Pei-Hao Su (CoRR, 2019)

Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? - Ivan Vulic; Goran Glavas; Roi Reichart; Anna Korhonen (CoRR, 2019)

Informing Unsupervised Pretraining with External Linguistic Knowledge - Anne Lauscher; Ivan Vulic; Edoardo Maria Ponti; Anna Korhonen; Goran Glavas (CoRR, 2019)

A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces - Anne Lauscher; Goran Glavas; Simone Paolo Ponzetto; Ivan Vulic (CoRR, 2019)

On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages - Yi Zhu; Benjamin Heinzerling; Ivan Vulic; Michael Strube; Roi Reichart; Anna Korhonen (CoRR, 2019)

ConveRT: Efficient and Accurate Conversational Representations from Transformers - Matthew Henderson; Iñigo Casanueva; Nikola Mrksic; Pei-Hao Su; Tsung-Hsien Wen; Ivan Vulic (CoRR, 2019)

Bio-SimVerb and Bio-SimLex: wide-coverage evaluation sets of word similarity in biomedicine - Billy Chiu; Sampo Pyysalo; Ivan Vulic; Anna Korhonen (BMC Bioinform., 2018)

A deep learning approach to bilingual lexicon induction in the biomedical domain - Geert Heyman; Ivan Vulic; Marie-Francine Moens (BMC Bioinform., 2018)

Investigating the cross-lingual translatability of VerbNet-style classification - Olga Majewska; Ivan Vulic; Diana McCarthy; Yan Huang; Akira Murakami; Veronika Laippala; Anna Korhonen (Lang. Resour. Evaluation, 2018)

Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction - Daniela Gerz; Ivan Vulic; Edoardo Maria Ponti; Jason Naradowsky; Roi Reichart; Anna Korhonen (Trans. Assoc. Comput. Linguistics, 2018)

Explicit Retrofitting of Distributional Word Vectors - Goran Glavas; Ivan Vulic (Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, ACL 2018, Melbourne, Australia, July 15-20, 2018, Volume 1: Long Papers, 2018)

Fully Statistical Neural Belief Tracking - Nikola Mrksic; Ivan Vulic (Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, ACL 2018, Melbourne, Australia, July 15-20, 2018, Volume 2: Short Papers, 2018)

Scoring Lexical Entailment with a Supervised Directional Similarity Network - Marek Rei; Daniela Gerz; Ivan Vulic (Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, ACL 2018, Melbourne, Australia, July 15-20, 2018, Volume 2: Short Papers, 2018)

On the Limitations of Unsupervised Bilingual Dictionary Induction - Anders Søgaard; Sebastian Ruder; Ivan Vulic (Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, ACL 2018, Melbourne, Australia, July 15-20, 2018, Volume 1: Long Papers, 2018)

Bridging Languages through Images with Deep Partial Canonical Correlation Analysis - Guy Rotman; Ivan Vulic; Roi Reichart (Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, ACL 2018, Melbourne, Australia, July 15-20, 2018, Volume 1: Long Papers, 2018)

Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP - Edoardo Maria Ponti; Roi Reichart; Anna Korhonen; Ivan Vulic (Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, ACL 2018, Melbourne, Australia, July 15-20, 2018, Volume 1: Long Papers, 2018)

Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization - Edoardo Maria Ponti; Ivan Vulic; Goran Glavas; Nikola Mrksic; Anna Korhonen (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018, 2018)

On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling - Daniela Gerz; Ivan Vulic; Edoardo Maria Ponti; Roi Reichart; Anna Korhonen (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018, 2018)

Acquiring Verb Classes Through Bottom-Up Semantic Verb Clustering - Olga Majewska; Diana McCarthy; Ivan Vulic; Anna Korhonen (Proceedings of the Eleventh International Conference on Language Resources and Evaluation, LREC 2018, Miyazaki, Japan, May 7-12, 2018, 2018)

Deep Learning for Conversational AI - Pei-Hao Su; Nikola Mrksic; Iñigo Casanueva; Ivan Vulic (Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, NAACL-HLT 2018, New Orleans, Louisiana, USA, June 1, 2018, Tutorial Abstracts, 2018)

Discriminating between Lexico-Semantic Relations with the Specialization Tensor Model - Goran Glavas; Ivan Vulic (Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT, New Orleans, Louisiana, USA, June 1-6, 2018, Volume 2 (Short Papers), 2018)

Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources - Ivan Vulic; Goran Glavas; Nikola Mrksic; Anna Korhonen (Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume 1 (Long Papers), 2018)

Specialising Word Vectors for Lexical Entailment - Ivan Vulic; Nikola Mrksic (Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume 1 (Long Papers), 2018)

Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation - Ivan Vulic (Proceedings of The Third Workshop on Representation Learning for NLP, Rep4NLP@ACL 2018, Melbourne, Australia, July 20, 2018, 2018)

Unsupervised Cross-Lingual Information Retrieval Using Monolingual Data Only - Robert Litschko; Goran Glavas; Simone Paolo Ponzetto; Ivan Vulic (The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018, 2018)

Unsupervised Cross-Lingual Information Retrieval using Monolingual Data Only - Robert Litschko; Goran Glavas; Simone Paolo Ponzetto; Ivan Vulic (CoRR, 2018)

Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources - Ivan Vulic; Goran Glavas; Nikola Mrksic; Anna Korhonen (CoRR, 2018)

On the Limitations of Unsupervised Bilingual Dictionary Induction - Anders Søgaard; Sebastian Ruder; Ivan Vulic (CoRR, 2018)

Scoring Lexical Entailment with a Supervised Directional Similarity Network - Marek Rei; Daniela Gerz; Ivan Vulic (CoRR, 2018)

Fully Statistical Neural Belief Tracking - Nikola Mrksic; Ivan Vulic (CoRR, 2018)

Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing - Edoardo Maria Ponti; Helen O'Horan; Yevgeni Berzak; Ivan Vulic; Roi Reichart; Thierry Poibeau; Ekaterina Shutova; Anna Korhonen (CoRR, 2018)

Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization - Edoardo Maria Ponti; Ivan Vulic; Goran Glavas; Nikola Mrksic; Anna Korhonen (CoRR, 2018)

HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment - Ivan Vulic; Daniela Gerz; Douwe Kiela; Felix Hill; Anna Korhonen (Comput. Linguistics, 2017)

Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints - Nikola Mrksic; Ivan Vulic; Diarmuid Ó Séaghdha; Ira Leviant; Roi Reichart; Milica Gasic; Anna Korhonen; Steve J. Young (Trans. Assoc. Comput. Linguistics, 2017)

Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules - Ivan Vulic; Nikola Mrksic; Roi Reichart; Diarmuid Ó Séaghdha; Steve J. Young; Anna Korhonen (Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017, Vancouver, Canada, July 30 - August 4, Volume 1: Long Papers, 2017)

Automatic Selection of Context Configurations for Improved Class-Specific Word Representations - Ivan Vulic; Roy Schwartz; Ari Rappoport; Roi Reichart; Anna Korhonen (Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), Vancouver, Canada, August 3-4, 2017, 2017)

Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation - Ivan Vulic; Douwe Kiela; Anna Korhonen (Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017, Valencia, Spain, April 3-7, 2017, Volume 1: Long Papers, 2017)

Cross-Lingual Syntactically Informed Distributed Word Representations - Ivan Vulic (Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017, Valencia, Spain, April 3-7, 2017, Volume 2: Short Papers, 2017)

Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations - Geert Heyman; Ivan Vulic; Marie-Francine Moens (Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017, Valencia, Spain, April 3-7, 2017, Volume 1: Long Papers, 2017)

Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation - Ivan Vulic; Nikola Mrksic; Anna Korhonen (Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, EMNLP 2017, Copenhagen, Denmark, September 9-11, 2017, 2017)

If Sentences Could See: Investigating Visual Information for Semantic Textual Similarity - Goran Glavas; Ivan Vulic; Simone Paolo Ponzetto (IWCS 2017 - 12th International Conference on Computational Semantics - Long papers, Montpellier, France, September 19 - 22, 2017, 2017)

Decoding Sentiment from Distributed Representations of Sentences - Edoardo Maria Ponti; Ivan Vulic; Anna Korhonen (Proceedings of the 6th Joint Conference on Lexical and Computational Semantics, *SEM @ACM 2017, Vancouver, Canada, August 3-4, 2017, 2017)

Decoding Sentiment from Distributed Representations of Sentences - Edoardo Maria Ponti; Ivan Vulic; Anna Korhonen (CoRR, 2017)

Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints - Nikola Mrksic; Ivan Vulic; Diarmuid Ó Séaghdha; Ira Leviant; Roi Reichart; Milica Gasic; Anna Korhonen; Steve J. Young (CoRR, 2017)

Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules - Ivan Vulic; Nikola Mrksic; Roi Reichart; Diarmuid Ó Séaghdha; Steve J. Young; Anna Korhonen (CoRR, 2017)

Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation - Ivan Vulic; Nikola Mrksic; Anna Korhonen (CoRR, 2017)

Specialising Word Vectors for Lexical Entailment - Ivan Vulic; Nikola Mrksic (CoRR, 2017)

C-BiLDA extracting cross-lingual topics from non-parallel texts by distinguishing shared from unshared content - Geert Heyman; Ivan Vulic; Marie-Francine Moens (Data Min. Knowl. Discov., 2016)

Latent Dirichlet allocation for linking user-generated content and e-commerce data - Susana Zoghbi; Ivan Vulic; Marie-Francine Moens (Inf. Sci., 2016)

Bilingual Distributed Word Representations from Document-Aligned Comparable Data - Ivan Vulic; Marie-Francine Moens (J. Artif. Intell. Res., 2016)

On the Role of Seed Lexicons in Learning Bilingual Word Embeddings - Ivan Vulic; Anna Korhonen (Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016, August 7-12, 2016, Berlin, Germany, Volume 1: Long Papers, 2016)

Is "Universal Syntax" Universally Useful for Learning Distributed Word Representations? - Ivan Vulic; Anna Korhonen (Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016, August 7-12, 2016, Berlin, Germany, Volume 2: Short Papers, 2016)

Multi-Modal Representations for Improved Bilingual Lexicon Learning - Ivan Vulic; Douwe Kiela; Stephen Clark; Marie-Francine Moens (Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016, August 7-12, 2016, Berlin, Germany, Volume 2: Short Papers, 2016)

Survey on the Use of Typological Information in Natural Language Processing - Helen O'Horan; Yevgeni Berzak; Ivan Vulic; Roi Reichart; Anna Korhonen (COLING 2016, 26th International Conference on Computational Linguistics, Proceedings of the Conference: Technical Papers, December 11-16, 2016, Osaka, Japan, 2016)

SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity - Daniela Gerz; Ivan Vulic; Felix Hill; Roi Reichart; Anna Korhonen (Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, EMNLP 2016, Austin, Texas, USA, November 1-4, 2016, 2016)

SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity - Daniela Gerz; Ivan Vulic; Felix Hill; Roi Reichart; Anna Korhonen (CoRR, 2016)

HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment - Ivan Vulic; Daniela Gerz; Douwe Kiela; Felix Hill; Anna Korhonen (CoRR, 2016)

Automatic Selection of Context Configurations for Improved (and Fast) Class-Specific Word Representations - Ivan Vulic; Roy Schwartz; Ari Rappoport; Roi Reichart; Anna Korhonen (CoRR, 2016)

Survey on the Use of Typological Information in Natural Language Processing - Helen O'Horan; Yevgeni Berzak; Ivan Vulic; Roi Reichart; Anna Korhonen (CoRR, 2016)

Probabilistic topic modeling in multilingual settings: An overview of its methodology and applications - Ivan Vulic; Wim De Smet; Jie Tang; Marie-Francine Moens (Inf. Process. Manag., 2015)

Exploiting Image Generality for Lexical Entailment Detection - Douwe Kiela; Laura Rimell; Ivan Vulic; Stephen Clark (Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, ACL 2015, July 26-31, 2015, Beijing, China, Volume 2: Short Papers, 2015)

Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction - Ivan Vulic; Marie-Francine Moens (Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, ACL 2015, July 26-31, 2015, Beijing, China, Volume 2: Short Papers, 2015)

Semantic Role Labeling of Speech Transcripts - Niraj Shrestha; Ivan Vulic; Marie-Francine Moens (Computational Linguistics and Intelligent Text Processing - 16th International Conference, CICLing 2015, Cairo, Egypt, April 14-20, 2015, Proceedings, Part II, 2015)

Visual Bilingual Lexicon Induction with Transferred ConvNet Features - Douwe Kiela; Ivan Vulic; Stephen Clark (Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, EMNLP 2015, Lisbon, Portugal, September 17-21, 2015, 2015)

TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay - Mladen Karan; Goran Glavas; Jan Snajder; Bojana Dalbelo Basic; Ivan Vulic; Marie-Francine Moens (Proceedings of the 9th International Workshop on Semantic Evaluation, SemEval@NAACL-HLT 2015, Denver, Colorado, USA, June 4-5, 2015, 2015)

Monolingual and Cross-Lingual Information Retrieval Models Based on (Bilingual) Word Embeddings - Ivan Vulic; Marie-Francine Moens (Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015, 2015)

Proceedings of the Fourth Workshop on Vision and Language, VL@EMNLP 2015, Lisbon, Portugal, September 18, 2015 - Anja Belz; Luísa Coheur; Vittorio Ferrari; Marie-Francine Moens; Katerina Pastra; Ivan Vulic (Association for Computational Linguistics, 2015)

Bilingual Distributed Word Representations from Document-Aligned Comparable Data - Ivan Vulic; Marie-Francine Moens (CoRR, 2015)

Unsupervised Algorithms for Cross-Lingual Text Analysis, Translation Mining, and Information Retrieval (Algoritmen voor ongesuperviseerde cross-linguale tekstanalyse, het identificeren van vertalingen en informatieontsluiting) - Ivan Vulic (Katholieke Universiteit Leuven, Belgium, 2014)

Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data - Ivan Vulic; Marie-Francine Moens (Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, EMNLP 2014, October 25-29, 2014, Doha, Qatar, A meeting of SIGDAT, a Special Interest Group of the ACL, 2014)

TermWise: A CAT-tool with Context-Sensitive Terminological Support - Kris Heylen; Stephen Bond; Dirk De Hertog; Ivan Vulic; Hendrik J. Kockaert (Proceedings of the Ninth International Conference on Language Resources and Evaluation, LREC 2014, Reykjavik, Iceland, May 26-31, 2014, 2014)

Learning to bridge colloquial and formal language applied to linking and search of E-Commerce data - Ivan Vulic; Susana Zoghbi; Marie-Francine Moens (The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014, 2014)

Multilingual probabilistic topic modeling and its applications in web mining and search - Marie-Francine Moens; Ivan Vulic (Seventh ACM International Conference on Web Search and Data Mining, WSDM 2014, New York, NY, USA, February 24-28, 2014, 2014)

Cross-language information retrieval models based on latent topic models trained with document-aligned comparable corpora - Ivan Vulic; Wim De Smet; Marie-Francine Moens (Inf. Retr., 2013)

I pinned it. where can i buy one like it?: automatically linking pinterest pins to online webshops - Susana Zoghbi; Ivan Vulic; Marie-Francine Moens (Proceedings of the 2013 Workshop on Data-Driven User Behavioral Modelling and Mining from Social Media, DUBMOD@CIKM 2013 San Francisco, CA, USA, October 28, 2013, 2013)

Are words enough?: a study on text-based representations and retrieval models for linking pins to online shops - Susana Zoghbi; Ivan Vulic; Marie-Francine Moens (Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing, UnstructureNLP@CIKM 2013, San Francisco, California, USA, October 28, 2013, 2013)

A Unified Framework for Monolingual and Cross-Lingual Relevance Modeling Based on Probabilistic Topic Models - Ivan Vulic; Marie-Francine Moens (Advances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013. Proceedings, 2013)

Monolingual and Cross-Lingual Probabilistic Topic Models and Their Applications in Information Retrieval - Marie-Francine Moens; Ivan Vulic (Advances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013. Proceedings, 2013)

A Study on Bootstrapping Bilingual Vector Spaces from Non-Parallel Data (and Nothing Else) - Ivan Vulic; Marie-Francine Moens (Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, EMNLP 2013, 18-21 October 2013, Grand Hyatt Seattle, Seattle, Washington, USA, A meeting of SIGDAT, a Special Interest Group of the ACL, 2013)

An IR-Inspired Approach to Recovering Named Entity Tags in Broadcast News - Niraj Shrestha; Ivan Vulic; Marie-Francine Moens (Multidisciplinary Information Retrieval - 6th Information Retrieval Facility Conference, IRFC 2013, Limassol, Cyprus, October 7-9, 2013. Proceedings, 2013)

Cross-Lingual Semantic Similarity of Words as the Similarity of Their Semantic Word Responses - Ivan Vulic; Marie-Francine Moens (Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, June 9-14, 2013, Westin Peachtree Plaza Hotel, Atlanta, Georgia, USA, 2013)

Named Entity Recognition in Broadcast News Using Similar Written Texts - Niraj Shrestha; Ivan Vulic (Recent Advances in Natural Language Processing, RANLP 2013, 9-11 September, 2013, Hissar, Bulgaria, 2013)

Sub-corpora Sampling with an Application to Bilingual Lexicon Extraction - Ivan Vulic; Marie-Francine Moens (COLING 2012, 24th International Conference on Computational Linguistics, Proceedings of the Conference: Technical Papers, 8-15 December 2012, Mumbai, India, 2012)

Skip N-grams and Ranking Functions for Predicting Script Events - Bram Jans; Steven Bethard; Ivan Vulic; Marie-Francine Moens (EACL 2012, 13th Conference of the European Chapter of the Association for Computational Linguistics, Avignon, France, April 23-27, 2012, 2012)

Detecting Highly Confident Word Translations from Comparable Corpora without Any Prior Knowledge - Ivan Vulic; Marie-Francine Moens (EACL 2012, 13th Conference of the European Chapter of the Association for Computational Linguistics, Avignon, France, April 23-27, 2012, 2012)

Identifying Word Translations from Comparable Corpora Using Latent Topic Models - Ivan Vulic; Wim De Smet; Marie-Francine Moens (The 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA - Short Papers, 2011)

Cross-Language Information Retrieval with Latent Topic Models Trained on a Comparable Corpus - Ivan Vulic; Wim De Smet; Marie-Francine Moens (Information Retrieval Technology - 7th Asia Information Retrieval Societies Conference, AIRS 2011, Dubai, United Arab Emirates, December 18-20, 2011. Proceedings, 2011)