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

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

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

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

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

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

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

Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems. - Hu, Songbo; Vulic, Ivan; Liu, Fangyu; Korhonen, Anna (2024)

Investigating the Potential of Task Arithmetic for Cross-Lingual Transfer. - Parovic, Marinela; Vulic, Ivan; Korhonen, Anna (2024)

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

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

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

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

Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning. - Razumovskaia, Evgeniia; Vulic, Ivan; Markovic, Pavle; Cichy, Tomasz; Zheng, Qian; Wen, Tsung-Hsien; Budzianowski, Pawel (2024)

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

FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing. - Liu, Chen; Pfeiffer, Jonas; Vulic, Ivan; Gurevych, Iryna (2024)

SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU. - Razumovskaia, Evgeniia; Glavas, Goran; Korhonen, Anna; Vulic, Ivan (2024)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation. - Majewska, Olga; Razumovskaia, Evgeniia; Ponti, Edoardo Maria; Vulic, Ivan; Korhonen, Anna (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. - Hu, Songbo; Zhou, Han; Hergul, Mete; Gritta, Milan; Zhang, Guchun; Iacobacci, Ignacio; Vulic, Ivan; Korhonen, Anna (Trans. Assoc. Comput. Linguistics, 2023)

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

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

Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue. - Moghe, Nikita; Razumovskaia, Evgeniia; Guillou, Liane; Vulic, Ivan; Korhonen, Anna; Birch, Alexandra (2023)

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

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

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

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

Can Pretrained Language Models (Yet) Reason Deductively? - Yuan, Zhangdie; Hu, Songbo; Vulic, Ivan; Korhonen, Anna; Meng, Zaiqiao (2023)

Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. - Vulic, Ivan; Glavas, Goran; Liu, Fangyu; Collier, Nigel; Ponti, Edoardo Maria; Korhonen, Anna (2023)

Delving Deeper into Cross-lingual Visual Question Answering. - Liu, Chen; Pfeiffer, Jonas; Korhonen, Anna; Vulic, Ivan; Gurevych, Iryna (2023)

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

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

Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity. - Ansell, Alan; Parovic, Marinela; Vulic, Ivan; Korhonen, Anna; Ponti, Edoardo M. (2023)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Natural Language Processing for Multilingual Task-Oriented Dialogue. - Razumovskaia, Evgeniia; Glavas, Goran; Majewska, Olga; Ponti, Edoardo Maria; Vulic, Ivan (2022)

Composable Sparse Fine-Tuning for Cross-Lingual Transfer. - Ansell, Alan; Ponti, Edoardo Maria; Korhonen, Anna; Vulic, Ivan (2022)

Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue. - Razumovskaia, Evgeniia; Vulic, Ivan; Korhonen, Anna (2022)

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

xGQA: Cross-Lingual Visual Question Answering. - Pfeiffer, Jonas; Geigle, Gregor; Kamath, Aishwarya; Steitz, Jan-Martin O.; Roth, Stefan; Vulic, Ivan; Gurevych, Iryna (2022)

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

Prix-LM: Pretraining for Multilingual Knowledge Base Construction. - Zhou, Wenxuan; Liu, Fangyu; Vulic, Ivan; Collier, Nigel; Chen, Muhao (2022)

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

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

Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders. - Vulic, Ivan; Casanueva, Iñigo; Spithourakis, Georgios; Mondal, Avishek; Wen, Tsung-Hsien; Budzianowski, Pawel (2022)

Don't Stop Fine-Tuning: On Training Regimes for Few-Shot Cross-Lingual Transfer with Multilingual Language Models. - Schmidt, Fabian David; Vulic, Ivan; Glavas, Goran (2022)

SLICER: Sliced Fine-Tuning for Low-Resource Cross-Lingual Transfer for Named Entity Recognition. - Schmidt, Fabian David; Vulic, Ivan; Glavas, Goran (2022)

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

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

BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer. - Parovic, Marinela; Glavas, Goran; Vulic, Ivan; Korhonen, Anna (2022)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Analogy Training Multilingual Encoders. - Garneau, Nicolas; Hartmann, Mareike; Sandholm, Anders; Ruder, Sebastian; Vulic, Ivan; Søgaard, Anders (2021)

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

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

How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models. - Rust, Phillip; Pfeiffer, Jonas; Vulic, Ivan; Ruder, Sebastian; Gurevych, Iryna (2021)

Climbing the Tower of Treebanks: Improving Low-Resource Dependency Parsing via Hierarchical Source Selection. - Glavas, Goran; Vulic, Ivan (2021)

LexFit: Lexical Fine-Tuning of Pretrained Language Models. - Vulic, Ivan; Ponti, Edoardo Maria; Korhonen, Anna; Glavas, Goran (2021)

A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters. - Zhao, Mengjie; Zhu, Yi; Shareghi, Ehsan; Vulic, Ivan; Reichart, Roi; Korhonen, Anna; Schütze, Hinrich (2021)

Verb Knowledge Injection for Multilingual Event Processing. - Majewska, Olga; Vulic, Ivan; Glavas, Goran; Ponti, Edoardo Maria; Korhonen, Anna (2021)

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

Is Supervised Syntactic Parsing Beneficial for Language Understanding Tasks? An Empirical Investigation. - Glavas, Goran; Vulic, Ivan (2021)

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

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

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

MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer. - Ansell, Alan; Ponti, Edoardo Maria; Pfeiffer, Jonas; Ruder, Sebastian; Glavas, Goran; Vulic, Ivan; Korhonen, Anna (2021)

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

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

UNKs Everywhere: Adapting Multilingual Language Models to New Scripts. - Pfeiffer, Jonas; Vulic, Ivan; Gurevych, Iryna; Ruder, Sebastian (2021)

ConVEx: Data-Efficient and Few-Shot Slot Labeling. - Henderson, Matthew; Vulic, Ivan (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 (Association for Computational Linguistics, 2021)

Proceedings of the 6th Workshop on Representation Learning for NLP, RepL4NLP@ACL-IJCNLP 2021, Online, August 6, 2021 (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 (Association for Computational Linguistics, 2021)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces. - Lauscher, Anne; Glavas, Goran; Ponzetto, Simone Paolo; Vulic, Ivan (2020)

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

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

Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction. - Karan, Mladen; Vulic, Ivan; Korhonen, Anna; Glavas, Goran (2020)

Non-Linear Instance-Based Cross-Lingual Mapping for Non-Isomorphic Embedding Spaces. - Glavas, Goran; Vulic, Ivan (2020)

Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity. - Lauscher, Anne; Vulic, Ivan; Ponti, Edoardo Maria; Korhonen, Anna; Glavas, Goran (2020)

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

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

Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis. - Majewska, Olga; Vulic, Ivan; McCarthy, Diana; Korhonen, Anna (2020)

XHate-999: Analyzing and Detecting Abusive Language Across Domains and Languages. - Glavas, Goran; Karan, Mladen; Vulic, Ivan (2020)

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

ConveRT: Efficient and Accurate Conversational Representations from Transformers. - Henderson, Matthew; Casanueva, Iñigo; Mrksic, Nikola; Su, Pei-Hao; Wen, Tsung-Hsien; Vulic, Ivan (2020)

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

The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures. - Dubossarsky, Haim; Vulic, Ivan; Reichart, Roi; Korhonen, Anna (2020)

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

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

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

MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer. - Pfeiffer, Jonas; Vulic, Ivan; Gurevych, Iryna; Ruder, Sebastian (2020)

Spatial Multi-Arrangement for Clustering and Multi-way Similarity Dataset Construction. - Majewska, Olga; McCarthy, Diana; Bosch, Jasper J. F. van den; Kriegeskorte, Nikolaus; Vulic, Ivan; Korhonen, Anna (2020)

Improving Bilingual Lexicon Induction with Unsupervised Post-Processing of Monolingual Word Vector Spaces. - Vulic, Ivan; Korhonen, Anna; Glavas, Goran (2020)

SemEval-2020 Task 2: Predicting Multilingual and Cross-Lingual (Graded) Lexical Entailment. - Glavas, Goran; Vulic, Ivan; Korhonen, Anna; Ponzetto, Simone Paolo (2020)

SemEval-2020 Task 3: Graded Word Similarity in Context. - Armendariz, Carlos Santos; Purver, Matthew; Pollak, Senja; Ljubesic, Nikola; Ulcar, Matej; Vulic, Ivan; Pilehvar, Mohammad Taher (2020)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Unsupervised Cross-Lingual Representation Learning. - Ruder, Sebastian; Søgaard, Anders; Vulic, Ivan (2019)

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

JW300: A Wide-Coverage Parallel Corpus for Low-Resource Languages. - Agic, Zeljko; Vulic, Ivan (2019)

Generalized Tuning of Distributional Word Vectors for Monolingual and Cross-Lingual Lexical Entailment. - Glavas, Goran; Vulic, Ivan (2019)

Multilingual and Cross-Lingual Graded Lexical Entailment. - Vulic, Ivan; Ponzetto, Simone Paolo; Glavas, Goran (2019)

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

Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation. - Liu, Qianchu; McCarthy, Diana; Vulic, Ivan; Korhonen, Anna (2019)

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

Zero-Shot Language Transfer for Cross-Lingual Sentence Retrieval Using Bidirectional Attention Model. - Glavas, Goran; Vulic, Ivan (2019)

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

Semantic Specialization of Distributional Word Vectors. - Glavas, Goran; Ponti, Edoardo Maria; Vulic, Ivan (2019)

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

Cross-lingual Semantic Specialization via Lexical Relation Induction. - Ponti, Edoardo Maria; Vulic, Ivan; Glavas, Goran; Reichart, Roi; Korhonen, Anna (2019)

Towards Zero-shot Language Modeling. - Ponti, Edoardo Maria; Vulic, Ivan; Cotterell, Ryan; Reichart, Roi; Korhonen, Anna (2019)

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

Data Collection and End-to-End Learning for Conversational AI. - Wen, Tsung-Hsien; Su, Pei-Hao; Budzianowski, Pawel; Casanueva, Iñigo; Vulic, Ivan (2019)

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

Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs. - Heyman, Geert; Verreet, Bregt; Vulic, Ivan; Moens, Marie-Francine (2019)

Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines. - Shareghi, Ehsan; Gerz, Daniela; Vulic, Ivan; Korhonen, Anna (2019)

Specializing Distributional Vectors of All Words for Lexical Entailment. - Kamath, Aishwarya; Pfeiffer, Jonas; Ponti, Edoardo Maria; Glavas, Goran; Vulic, Ivan (2019)

Evaluating Resource-Lean Cross-Lingual Embedding Models in Unsupervised Retrieval. - Litschko, Robert; Glavas, Goran; Vulic, Ivan; Dietz, Laura (2019)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Explicit Retrofitting of Distributional Word Vectors. - Glavas, Goran; Vulic, Ivan (2018)

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

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

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

Bridging Languages through Images with Deep Partial Canonical Correlation Analysis. - Rotman, Guy; Vulic, Ivan; Reichart, Roi (2018)

Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP. - Ponti, Edoardo Maria; Reichart, Roi; Korhonen, Anna; Vulic, Ivan (2018)

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

On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling. - Gerz, Daniela; Vulic, Ivan; Ponti, Edoardo Maria; Reichart, Roi; Korhonen, Anna (2018)

Acquiring Verb Classes Through Bottom-Up Semantic Verb Clustering. - Majewska, Olga; McCarthy, Diana; Vulic, Ivan; Korhonen, Anna (2018)

Deep Learning for Conversational AI. - Su, Pei-Hao; Mrksic, Nikola; Casanueva, Iñigo; Vulic, Ivan (2018)

Discriminating between Lexico-Semantic Relations with the Specialization Tensor Model. - Glavas, Goran; Vulic, Ivan (2018)

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

Specialising Word Vectors for Lexical Entailment. - Vulic, Ivan; Mrksic, Nikola (2018)

Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation. - Vulic, Ivan (2018)

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

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

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

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

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

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

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

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

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

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

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

Automatic Selection of Context Configurations for Improved Class-Specific Word Representations. - Vulic, Ivan; Schwartz, Roy; Rappoport, Ari; Reichart, Roi; Korhonen, Anna (2017)

Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation. - Vulic, Ivan; Kiela, Douwe; Korhonen, Anna (2017)

Cross-Lingual Syntactically Informed Distributed Word Representations. - Vulic, Ivan (2017)

Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations. - Heyman, Geert; Vulic, Ivan; Moens, Marie-Francine (2017)

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

If Sentences Could See: Investigating Visual Information for Semantic Textual Similarity. - Glavas, Goran; Vulic, Ivan; Ponzetto, Simone Paolo (2017)

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

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

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

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

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

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

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

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

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

On the Role of Seed Lexicons in Learning Bilingual Word Embeddings. - Vulic, Ivan; Korhonen, Anna (2016)

Is "Universal Syntax" Universally Useful for Learning Distributed Word Representations? - Vulic, Ivan; Korhonen, Anna (2016)

Multi-Modal Representations for Improved Bilingual Lexicon Learning. - Vulic, Ivan; Kiela, Douwe; Clark, Stephen; Moens, Marie-Francine (2016)

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

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

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

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

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

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

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

Exploiting Image Generality for Lexical Entailment Detection. - Kiela, Douwe; Rimell, Laura; Vulic, Ivan; Clark, Stephen (2015)

Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction. - Vulic, Ivan; Moens, Marie-Francine (2015)

Semantic Role Labeling of Speech Transcripts. - Shrestha, Niraj; Vulic, Ivan; Moens, Marie-Francine (2015)

Visual Bilingual Lexicon Induction with Transferred ConvNet Features. - Kiela, Douwe; Vulic, Ivan; Clark, Stephen (2015)

TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay. - Karan, Mladen; Glavas, Goran; Snajder, Jan; Basic, Bojana Dalbelo; Vulic, Ivan; Moens, Marie-Francine (2015)

Monolingual and Cross-Lingual Information Retrieval Models Based on (Bilingual) Word Embeddings. - Vulic, Ivan; Moens, Marie-Francine (2015)

Proceedings of the Fourth Workshop on Vision and Language, VL@EMNLP 2015, Lisbon, Portugal, September 18, 2015 (Association for Computational Linguistics, 2015)

Bilingual Distributed Word Representations from Document-Aligned Comparable Data. - Vulic, Ivan; Moens, Marie-Francine (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). - Vulic, Ivan (2014)

Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data. - Vulic, Ivan; Moens, Marie-Francine (2014)

TermWise: A CAT-tool with Context-Sensitive Terminological Support. - Heylen, Kris; Bond, Stephen; Hertog, Dirk De; Vulic, Ivan; Kockaert, Hendrik J. (2014)

Learning to bridge colloquial and formal language applied to linking and search of E-Commerce data. - Vulic, Ivan; Zoghbi, Susana; Moens, Marie-Francine (2014)

Multilingual probabilistic topic modeling and its applications in web mining and search. - Moens, Marie-Francine; Vulic, Ivan (2014)

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

I pinned it. where can i buy one like it?: automatically linking pinterest pins to online webshops. - Zoghbi, Susana; Vulic, Ivan; Moens, Marie-Francine (2013)

Are words enough?: a study on text-based representations and retrieval models for linking pins to online shops. - Zoghbi, Susana; Vulic, Ivan; Moens, Marie-Francine (2013)

A Unified Framework for Monolingual and Cross-Lingual Relevance Modeling Based on Probabilistic Topic Models. - Vulic, Ivan; Moens, Marie-Francine (2013)

Monolingual and Cross-Lingual Probabilistic Topic Models and Their Applications in Information Retrieval. - Moens, Marie-Francine; Vulic, Ivan (2013)

A Study on Bootstrapping Bilingual Vector Spaces from Non-Parallel Data (and Nothing Else). - Vulic, Ivan; Moens, Marie-Francine (2013)

An IR-Inspired Approach to Recovering Named Entity Tags in Broadcast News. - Shrestha, Niraj; Vulic, Ivan; Moens, Marie-Francine (2013)

Cross-Lingual Semantic Similarity of Words as the Similarity of Their Semantic Word Responses. - Vulic, Ivan; Moens, Marie-Francine (2013)

Named Entity Recognition in Broadcast News Using Similar Written Texts. - Shrestha, Niraj; Vulic, Ivan (2013)

Sub-corpora Sampling with an Application to Bilingual Lexicon Extraction. - Vulic, Ivan; Moens, Marie-Francine (2012)

Skip N-grams and Ranking Functions for Predicting Script Events. - Jans, Bram; Bethard, Steven; Vulic, Ivan; Moens, Marie-Francine (2012)

Detecting Highly Confident Word Translations from Comparable Corpora without Any Prior Knowledge. - Vulic, Ivan; Moens, Marie-Francine (2012)

Identifying Word Translations from Comparable Corpora Using Latent Topic Models. - Vulic, Ivan; Smet, Wim De; Moens, Marie-Francine (2011)

Cross-Language Information Retrieval with Latent Topic Models Trained on a Comparable Corpus. - Vulic, Ivan; Smet, Wim De; Moens, Marie-Francine (2011)