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- affiliation: University of Trento
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2020 – today
- 2024
[c94]Nathanaël Carraz Rakotonirina, Marco Baroni:
MemoryPrompt: A Light Wrapper to Improve Context Tracking in Pre-trained Language Models. LREC/COLING 2024: 11187-11195- [i53]Nathanaël Carraz Rakotonirina, Marco Baroni
:
MemoryPrompt: A Light Wrapper to Improve Context Tracking in Pre-trained Language Models. CoRR abs/2402.15268 (2024) - [i52]Emily Cheng, Marco Baroni, Carmen Amo Alonso:
Linearly Controlled Language Generation with Performative Guarantees. CoRR abs/2405.15454 (2024) - [i51]Emily Cheng, Diego Doimo, Corentin Kervadec, Iuri Macocco, Jade Yu, Alessandro Laio, Marco Baroni:
Emergence of a High-Dimensional Abstraction Phase in Language Transformers. CoRR abs/2405.15471 (2024) - 2023
- [j25]Brenden M. Lake, Marco Baroni:
Human-like systematic generalization through a meta-learning neural network. Nat. 623(7985): 115-121 (2023) - [c93]Mateo Mahaut, Francesca Franzon, Roberto Dessì, Marco Baroni:
Referential Communication in Heterogeneous Communities of Pre-trained Visual Deep Networks. AAMAS 2023: 2619-2621 - [c92]Roberto Dessì, Michele Bevilacqua, Eleonora Gualdoni, Nathanaël Carraz Rakotonirina, Francesca Franzon, Marco Baroni:
Cross-Domain Image Captioning with Discriminative Finetuning. CVPR 2023: 6935-6944 - [c91]Emily Cheng, Corentin Kervadec, Marco Baroni:
Bridging Information-Theoretic and Geometric Compression in Language Models. EMNLP 2023: 12397-12420 - [c90]Corentin Kervadec, Francesca Franzon, Marco Baroni:
Unnatural language processing: How do language models handle machine-generated prompts? EMNLP (Findings) 2023: 14377-14392 - [c89]Nathanaël Carraz Rakotonirina, Roberto Dessì, Fabio Petroni, Sebastian Riedel, Marco Baroni:
Can discrete information extraction prompts generalize across language models? ICLR 2023 - [i50]Mateo Mahaut, Francesca Franzon, Roberto Dessì, Marco Baroni:
Referential communication in heterogeneous communities of pre-trained visual deep networks. CoRR abs/2302.08913 (2023) - [i49]Nathanaël Carraz Rakotonirina, Roberto Dessì, Fabio Petroni, Sebastian Riedel, Marco Baroni:
Can discrete information extraction prompts generalize across language models? CoRR abs/2302.09865 (2023) - [i48]Roberto Dessì, Michele Bevilacqua, Eleonora Gualdoni, Nathanaël Carraz Rakotonirina, Francesca Franzon, Marco Baroni:
Cross-Domain Image Captioning with Discriminative Finetuning. CoRR abs/2304.01662 (2023) - [i47]Emily Cheng, Corentin Kervadec, Marco Baroni:
Bridging Information-Theoretic and Geometric Compression in Language Models. CoRR abs/2310.13620 (2023) - [i46]Corentin Kervadec, Francesca Franzon, Marco Baroni:
Unnatural language processing: How do language models handle machine-generated prompts? CoRR abs/2310.15829 (2023) - 2022
- [c88]Roberto Dessì, Eleonora Gualdoni, Francesca Franzon, Gemma Boleda, Marco Baroni:
Communication breakdown: On the low mutual intelligibility between human and neural captioning. EMNLP 2022: 7998-8007 - [i45]Roberto Dessì, Eleonora Gualdoni, Francesca Franzon, Gemma Boleda, Marco Baroni:
Communication breakdown: On the low mutual intelligibility between human and neural captioning. CoRR abs/2210.11512 (2022) - 2021
- [c87]Ionut-Teodor Sorodoc, Gemma Boleda, Marco Baroni:
Controlled tasks for model analysis: Retrieving discrete information from sequences. BlackboxNLP@EMNLP 2021: 468-478 - [c86]Roberto Dessì, Eugene Kharitonov, Marco Baroni:
Interpretable agent communication from scratch (with a generic visual processor emerging on the side). NeurIPS 2021: 26937-26949 - [i44]Roberto Dessì, Eugene Kharitonov, Marco Baroni:
Interpretable agent communication from scratch(with a generic visual processor emerging on the side). CoRR abs/2106.04258 (2021) - [i43]Marco Baroni:
On the proper role of linguistically-oriented deep net analysis in linguistic theorizing. CoRR abs/2106.08694 (2021) - [i42]Eugene Kharitonov, Marco Baroni, Dieuwke Hupkes:
How BPE Affects Memorization in Transformers. CoRR abs/2110.02782 (2021) - 2020
- [c85]Rahma Chaabouni, Eugene Kharitonov, Diane Bouchacourt, Emmanuel Dupoux, Marco Baroni:
Compositionality and Generalization In Emergent Languages. ACL 2020: 4427-4442 - [c84]Eugene Kharitonov, Marco Baroni:
Emergent Language Generalization and Acquisition Speed are not tied to Compositionality. BlackboxNLP@EMNLP 2020: 11-15 - [c83]Jonathan Gordon, David Lopez-Paz, Marco Baroni, Diane Bouchacourt:
Permutation Equivariant Models for Compositional Generalization in Language. ICLR 2020 - [c82]Eugene Kharitonov, Rahma Chaabouni, Diane Bouchacourt, Marco Baroni:
Entropy Minimization In Emergent Languages. ICML 2020: 5220-5230 - [c81]Laura Ruis, Jacob Andreas, Marco Baroni, Diane Bouchacourt, Brenden M. Lake:
A Benchmark for Systematic Generalization in Grounded Language Understanding. NeurIPS 2020 - [i41]Laura Ruis, Jacob Andreas, Marco Baroni, Diane Bouchacourt, Brenden M. Lake:
A Benchmark for Systematic Generalization in Grounded Language Understanding. CoRR abs/2003.05161 (2020) - [i40]Marco Baroni:
Rat big, cat eaten! Ideas for a useful deep-agent protolanguage. CoRR abs/2003.11922 (2020) - [i39]Eugene Kharitonov, Marco Baroni:
Emergent Language Generalization and Acquisition Speed are not tied to Compositionality. CoRR abs/2004.03420 (2020) - [i38]Rahma Chaabouni, Eugene Kharitonov, Diane Bouchacourt, Emmanuel Dupoux, Marco Baroni:
Compositionality and Generalization in Emergent Languages. CoRR abs/2004.09124 (2020) - [i37]Tal Linzen, Marco Baroni:
Syntactic Structure from Deep Learning. CoRR abs/2004.10827 (2020) - [i36]Angeliki Lazaridou, Marco Baroni:
Emergent Multi-Agent Communication in the Deep Learning Era. CoRR abs/2006.02419 (2020) - [i35]Yair Lakretz, Dieuwke Hupkes, Alessandra Vergallito, Marco Marelli, Marco Baroni, Stanislas Dehaene:
Exploring Processing of Nested Dependencies in Neural-Network Language Models and Humans. CoRR abs/2006.11098 (2020)
2010 – 2019
- 2019
- [j24]Michael Hahn, Marco Baroni:
Tabula nearly rasa: Probing the linguistic knowledge of character-level neural language models trained on unsegmented text. Trans. Assoc. Comput. Linguistics 7: 467-484 (2019) - [c80]Diane Bouchacourt, Marco Baroni:
Miss Tools and Mr Fruit: Emergent Communication in Agents Learning about Object Affordances. ACL (1) 2019: 3909-3918 - [c79]Roberto Dessì, Marco Baroni:
CNNs found to jump around more skillfully than RNNs: Compositional Generalization in Seq2seq Convolutional Networks. ACL (1) 2019: 3919-3923 - [c78]Damián E. Blasi, Ryan Cotterell, Lawrence Wolf-Sonkin, Sabine Stoll, Balthasar Bickel, Marco Baroni:
On the Distribution of Deep Clausal Embeddings: A Large Cross-linguistic Study. ACL (1) 2019: 3938-3943 - [c77]Rahma Chaabouni, Eugene Kharitonov, Alessandro Lazaric, Emmanuel Dupoux, Marco Baroni:
Word-order Biases in Deep-agent Emergent Communication. ACL (1) 2019: 5166-5175 - [c76]Brenden M. Lake, Tal Linzen, Marco Baroni:
Human few-shot learning of compositional instructions. CogSci 2019: 611-617 - [c75]Eugene Kharitonov, Rahma Chaabouni, Diane Bouchacourt, Marco Baroni:
EGG: a toolkit for research on Emergence of lanGuage in Games. EMNLP/IJCNLP (3) 2019: 55-60 - [c74]Yair Lakretz, Germán Kruszewski, Theo Desbordes, Dieuwke Hupkes, Stanislas Dehaene, Marco Baroni:
The emergence of number and syntax units in LSTM language models. NAACL-HLT (1) 2019: 11-20 - [c73]Rahma Chaabouni, Eugene Kharitonov, Emmanuel Dupoux, Marco Baroni:
Anti-efficient encoding in emergent communication. NeurIPS 2019: 6290-6300 - [i34]Brenden M. Lake, Tal Linzen, Marco Baroni:
Human few-shot learning of compositional instructions. CoRR abs/1901.04587 (2019) - [i33]Yair Lakretz, Germán Kruszewski, Theo Desbordes, Dieuwke Hupkes, Stanislas Dehaene, Marco Baroni:
The emergence of number and syntax units in LSTM language models. CoRR abs/1903.07435 (2019) - [i32]Marco Baroni:
Linguistic generalization and compositionality in modern artificial neural networks. CoRR abs/1904.00157 (2019) - [i31]Roberto Dessì, Marco Baroni:
CNNs found to jump around more skillfully than RNNs: Compositional generalization in seq2seq convolutional networks. CoRR abs/1905.08527 (2019) - [i30]Diane Bouchacourt, Marco Baroni:
Miss Tools and Mr Fruit: Emergent communication in agents learning about object affordances. CoRR abs/1905.11871 (2019) - [i29]Rahma Chaabouni, Eugene Kharitonov, Alessandro Lazaric, Emmanuel Dupoux, Marco Baroni:
Word-order biases in deep-agent emergent communication. CoRR abs/1905.12330 (2019) - [i28]Rahma Chaabouni, Eugene Kharitonov, Emmanuel Dupoux, Marco Baroni:
Anti-efficient encoding in emergent communication. CoRR abs/1905.12561 (2019) - [i27]Eugene Kharitonov, Rahma Chaabouni, Diane Bouchacourt, Marco Baroni:
Information Minimization In Emergent Languages. CoRR abs/1905.13687 (2019) - [i26]Michael Hahn, Marco Baroni:
Tabula nearly rasa: Probing the Linguistic Knowledge of Character-Level Neural Language Models Trained on Unsegmented Text. CoRR abs/1906.07285 (2019) - [i25]Eugene Kharitonov, Rahma Chaabouni, Diane Bouchacourt, Marco Baroni:
EGG: a toolkit for research on Emergence of lanGuage in Games. CoRR abs/1907.00852 (2019) - [i24]Roberto Dessì, Diane Bouchacourt, Davide Crepaldi, Marco Baroni:
Focus on What's Informative and Ignore What's not: Communication Strategies in a Referential Game. CoRR abs/1911.01892 (2019) - 2018
- [c72]Alexis Conneau, Germán Kruszewski, Guillaume Lample, Loïc Barrault, Marco Baroni:
What you can cram into a single \$&!#* vector: Probing sentence embeddings for linguistic properties. ACL (1) 2018: 2126-2136 - [c71]Fabio Fantozzi, Francesco Leccese, Giacomo Salvadori, Nicola Spinelli, Martina Moggio, Chiara Pedonese, Luca Formicola, Elena Mangiavacchi, Marco Baroni, Stefano Vegnuti, Valeria Baldanzi, Marina Fontani, Giulia Mori, Roberto Forassiepi:
Solar Decathlon ME18 competition as a "learning by doing" experience for students: The case of the team HAAB. EDUCON 2018: 1865-1869 - [c70]Jasmijn Bastings, Marco Baroni, Jason Weston, Kyunghyun Cho, Douwe Kiela:
Jump to better conclusions: SCAN both left and right. BlackboxNLP@EMNLP 2018: 47-55 - [c69]João Loula, Marco Baroni, Brenden M. Lake:
Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks. BlackboxNLP@EMNLP 2018: 108-114 - [c68]Diane Bouchacourt, Marco Baroni:
How agents see things: On visual representations in an emergent language game. EMNLP 2018: 981-985 - [c67]Mateo Rojas-Carulla, Marco Baroni, David Lopez-Paz:
Causal Discovery Using Proxy Variables. ICLR (Workshop) 2018 - [c66]Brenden M. Lake, Marco Baroni:
Generalization without Systematicity: On the Compositional Skills of Sequence-to-Sequence Recurrent Networks. ICML 2018: 2879-2888 - [c65]Kristina Gulordava, Piotr Bojanowski, Edouard Grave, Tal Linzen, Marco Baroni:
Colorless Green Recurrent Networks Dream Hierarchically. NAACL-HLT 2018: 1195-1205 - [i23]Adam Liska, Germán Kruszewski, Marco Baroni:
Memorize or generalize? Searching for a compositional RNN in a haystack. CoRR abs/1802.06467 (2018) - [i22]Kristina Gulordava, Piotr Bojanowski, Edouard Grave, Tal Linzen, Marco Baroni:
Colorless green recurrent networks dream hierarchically. CoRR abs/1803.11138 (2018) - [i21]Alexis Conneau, Germán Kruszewski, Guillaume Lample, Loïc Barrault, Marco Baroni:
What you can cram into a single vector: Probing sentence embeddings for linguistic properties. CoRR abs/1805.01070 (2018) - [i20]João Loula, Marco Baroni, Brenden M. Lake:
Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks. CoRR abs/1807.07545 (2018) - [i19]Diane Bouchacourt, Marco Baroni:
How agents see things: On visual representations in an emergent language game. CoRR abs/1808.10696 (2018) - [i18]Jasmijn Bastings, Marco Baroni, Jason Weston, Kyunghyun Cho, Douwe Kiela:
Jump to better conclusions: SCAN both left and right. CoRR abs/1809.04640 (2018) - 2017
- [j23]José Hernández-Orallo, Marco Baroni, Jordi Bieger, Nader Chmait, David L. Dowe, Katja Hofmann, Fernando Martínez-Plumed, Claes Strannegård, Kristinn R. Thórisson:
A New AI Evaluation Cosmos: Ready to Play the Game? AI Mag. 38(3): 66-69 (2017) - [j22]Eva Maria Vecchi, Marco Marelli, Roberto Zamparelli, Marco Baroni:
Spicy Adjectives and Nominal Donkeys: Capturing Semantic Deviance Using Compositionality in Distributional Spaces. Cogn. Sci. 41(1): 102-136 (2017) - [c64]Marco Baroni, Gemma Boleda, Sebastian Padó:
"Show Me the Cup": Reference with Continuous Representations. CICLing (1) 2017: 209-224 - [c63]Aurélie Herbelot, Marco Baroni:
High-risk learning: acquiring new word vectors from tiny data. EMNLP 2017: 304-309 - [c62]Marco Baroni, Armand Joulin, Allan Jabri, Germán Kruszewski, Angeliki Lazaridou, Klemen Simonic, Tomás Mikolov:
CommAI: Evaluating the first steps towards a useful general AI. ICLR (Workshop) 2017 - [c61]Angeliki Lazaridou, Alexander Peysakhovich, Marco Baroni:
Multi-Agent Cooperation and the Emergence of (Natural) Language. ICLR 2017 - [c60]Gemma Boleda, Sebastian Padó, Nghia The Pham, Marco Baroni:
Living a discrete life in a continuous world: Reference in cross-modal entity tracking. IWCS(2) 2017 - [i17]Marco Baroni, Armand Joulin, Allan Jabri, Germán Kruszewski, Angeliki Lazaridou, Klemen Simonic, Tomás Mikolov:
CommAI: Evaluating the first steps towards a useful general AI. CoRR abs/1701.08954 (2017) - [i16]Gemma Boleda, Sebastian Padó, Nghia The Pham, Marco Baroni:
Living a discrete life in a continuous world: Reference with distributed representations. CoRR abs/1702.01815 (2017) - [i15]Mateo Rojas-Carulla, Marco Baroni, David Lopez-Paz:
Causal Discovery Using Proxy Variables. CoRR abs/1702.07306 (2017) - [i14]Aurélie Herbelot, Marco Baroni:
High-risk learning: acquiring new word vectors from tiny data. CoRR abs/1707.06556 (2017) - [i13]Brenden M. Lake, Marco Baroni:
Still not systematic after all these years: On the compositional skills of sequence-to-sequence recurrent networks. CoRR abs/1711.00350 (2017) - 2016
- [j21]Denis Paperno, Marco Baroni:
When the Whole Is Less Than the Sum of Its Parts: How Composition Affects PMI Values in Distributional Semantic Vectors. Comput. Linguistics 42(2): 345-350 (2016) - [j20]Germán Kruszewski, Denis Paperno, Raffaella Bernardi, Marco Baroni:
There Is No Logical Negation Here, But There Are Alternatives: Modeling Conversational Negation with Distributional Semantics. Comput. Linguistics 42(4): 637-660 (2016) - [j19]Marco Baroni:
Grounding Distributional Semantics in the Visual World. Lang. Linguistics Compass 10(1): 3-13 (2016) - [j18]Luisa Bentivogli, Raffaella Bernardi, Marco Marelli, Stefano Menini, Marco Baroni, Roberto Zamparelli:
SICK through the SemEval glasses. Lesson learned from the evaluation of compositional distributional semantic models on full sentences through semantic relatedness and textual entailment. Lang. Resour. Evaluation 50(1): 95-124 (2016) - [j17]Pascale Tremblay, Isabelle Deschamps, Marco Baroni, Uri Hasson:
Neural sensitivity to syllable frequency and mutual information in speech perception and production. NeuroImage 136: 106-121 (2016) - [c59]Angeliki Lazaridou, Nghia The Pham, Marco Baroni:
The red one!: On learning to refer to things based on discriminative properties. ACL (2) 2016 - [c58]Denis Paperno, Germán Kruszewski, Angeliki Lazaridou, Quan Ngoc Pham, Raffaella Bernardi, Sandro Pezzelle, Marco Baroni, Gemma Boleda, Raquel Fernández:
The LAMBADA dataset: Word prediction requiring a broad discourse context. ACL (1) 2016 - [c57]Tomás Mikolov, Armand Joulin, Marco Baroni:
A Roadmap Towards Machine Intelligence. CICLing (1) 2016: 29-61 - [c56]Angeliki Lazaridou, Grzegorz Chrupala, Raquel Fernández, Marco Baroni:
Multimodal Semantic Learning from Child-Directed Input. HLT-NAACL 2016: 387-392 - [i12]Angeliki Lazaridou, Nghia The Pham, Marco Baroni:
The red one!: On learning to refer to things based on their discriminative properties. CoRR abs/1603.02618 (2016) - [i11]Angeliki Lazaridou, Nghia The Pham, Marco Baroni:
Towards Multi-Agent Communication-Based Language Learning. CoRR abs/1605.07133 (2016) - [i10]Denis Paperno, Germán Kruszewski, Angeliki Lazaridou, Quan Ngoc Pham, Raffaella Bernardi, Sandro Pezzelle, Marco Baroni, Gemma Boleda, Raquel Fernández:
The LAMBADA dataset: Word prediction requiring a broad discourse context. CoRR abs/1606.06031 (2016) - [i9]Gemma Boleda, Sebastian Padó, Marco Baroni:
"Show me the cup": Reference with Continuous Representations. CoRR abs/1606.08777 (2016) - [i8]Angeliki Lazaridou, Alexander Peysakhovich, Marco Baroni:
Multi-Agent Cooperation and the Emergence of (Natural) Language. CoRR abs/1612.07182 (2016) - 2015
- [j16]Fabio Massimo Zanzotto, Lorenzo Ferrone, Marco Baroni:
When the Whole Is Not Greater Than the Combination of Its Parts: A "Decompositional" Look at Compositional Distributional Semantics. Comput. Linguistics 41(1): 165-173 (2015) - [j15]Andrew J. Anderson, Elia Bruni, Alessandro Lopopolo, Massimo Poesio, Marco Baroni:
Reading visually embodied meaning from the brain: Visually grounded computational models decode visual-object mental imagery induced by written text. NeuroImage 120: 309-322 (2015) - [j14]Angeliki Lazaridou, Georgiana Dinu, Adam Liska, Marco Baroni:
From Visual Attributes to Adjectives through Decompositional Distributional Semantics. Trans. Assoc. Comput. Linguistics 3: 183-196 (2015) - [j13]Germán Kruszewski, Denis Paperno, Marco Baroni:
Deriving Boolean Structures from Distributional Vectors. Trans. Assoc. Comput. Linguistics 3: 375-388 (2015) - [c55]Nghia The Pham, Angeliki Lazaridou, Marco Baroni:
A Multitask Objective to Inject Lexical Contrast into Distributional Semantics. ACL (2) 2015: 21-26 - [c54]Angeliki Lazaridou, Georgiana Dinu, Marco Baroni:
Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot Learning. ACL (1) 2015: 270-280 - [c53]Nghia The Pham, Germán Kruszewski, Angeliki Lazaridou, Marco Baroni:
Jointly optimizing word representations for lexical and sentential tasks with the C-PHRASE model. ACL (1) 2015: 971-981 - [c52]Angeliki Lazaridou, Dat Tien Nguyen, Marco Baroni:
Do Distributed Semantic Models Dream of Electric Sheep? Visualizing Word Representations through Image Synthesis. VL@EMNLP 2015: 81-86 - [c51]Abhijeet Gupta, Gemma Boleda, Marco Baroni, Sebastian Padó:
Distributional vectors encode referential attributes. EMNLP 2015: 12-21 - [c50]Angeliki Lazaridou, Nghia The Pham, Marco Baroni:
Combining Language and Vision with a Multimodal Skip-gram Model. HLT-NAACL 2015: 153-163 - [c49]Germán Kruszewski, Marco Baroni:
So similar and yet incompatible: Toward the automated identification of semantically compatible words. HLT-NAACL 2015: 964-969 - [c48]Samuel Ritter, Cotie Long, Denis Paperno, Marco Baroni, Matthew M. Botvinick, Adele E. Goldberg:
Leveraging Preposition Ambiguity to Assess Compositional Distributional Models of Semantics. *SEM@NAACL-HLT 2015: 199-204 - [c47]Georgiana Dinu, Marco Baroni:
Improving zero-shot learning by mitigating the hubness problem. ICLR (Workshop) 2015 - [i7]Angeliki Lazaridou, Nghia The Pham, Marco Baroni:
Combining Language and Vision with a Multimodal Skip-gram Model. CoRR abs/1501.02598 (2015) - [i6]Angeliki Lazaridou, Georgiana Dinu, Adam Liska, Marco Baroni:
From visual attributes to adjectives through decompositional distributional semantics. CoRR abs/1501.02714 (2015) - [i5]Angeliki Lazaridou, Dat Tien Nguyen, Raffaella Bernardi, Marco Baroni:
Unveiling the Dreams of Word Embeddings: Towards Language-Driven Image Generation. CoRR abs/1506.03500 (2015) - [i4]Tomás Mikolov, Armand Joulin, Marco Baroni:
A Roadmap towards Machine Intelligence. CoRR abs/1511.08130 (2015) - 2014
- [j12]Elia Bruni, Nam-Khanh Tran, Marco Baroni:
Multimodal Distributional Semantics. J. Artif. Intell. Res. 49: 1-47 (2014) - [j11]Mireia Hernández, Scott L. Fairhall, Alessandro Lenci, Marco Baroni, Alfonso Caramazza:
Predication Drives Verb Cortical Signatures. J. Cogn. Neurosci. 26(8): 1829-1839 (2014) - [c46]Denis Paperno, Nghia The Pham, Marco Baroni:
A practical and linguistically-motivated approach to compositional distributional semantics. ACL (1) 2014: 90-99 - [c45]Marco Baroni, Georgiana Dinu, Germán Kruszewski:
Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors. ACL (1) 2014: 238-247 - [c44]Georgiana Dinu, Marco Baroni:
How to make words with vectors: Phrase generation in distributional semantics. ACL (1) 2014: 624-633 - [c43]Angeliki Lazaridou, Elia Bruni, Marco Baroni:
Is this a wampimuk? Cross-modal mapping between distributional semantics and the visual world. ACL (1) 2014: 1403-1414 - [c42]Jiming Li, Marco Baroni, Georgiana Dinu:
Improving the Lexical Function Composition Model with Pathwise Optimized Elastic-Net Regression. EACL 2014: 434-442 - [c41]Marco Marelli, Stefano Menini, Marco Baroni, Luisa Bentivogli, Raffaella Bernardi, Roberto Zamparelli:
A SICK cure for the evaluation of compositional distributional semantic models. LREC 2014: 216-223 - [c40]Marco Marelli, Luisa Bentivogli, Marco Baroni, Raffaella Bernardi, Stefano Menini, Roberto Zamparelli:
SemEval-2014 Task 1: Evaluation of Compositional Distributional Semantic Models on Full Sentences through Semantic Relatedness and Textual Entailment. SemEval@COLING 2014: 1-8 - [c39]Germán Kruszewski, Marco Baroni:
Dead parrots make bad pets: Exploring modifier effects in noun phrases. *SEM@COLING 2014: 171-181 - 2013
- [j10]Bernardo Magnini, Marco Baroni, Marcello Federico, Roberto Navigli:
Recent advancements in human language technology in Italy. Intelligenza Artificiale 7(2): 91-100 (2013) - [j9]Marco Baroni:
Composition in Distributional Semantics. Lang. Linguistics Compass 7(10): 511-522 (2013) - [j8]Pascale Tremblay, Marco Baroni, Uri Hasson:
Processing of speech and non-speech sounds in the supratemporal plane: Auditory input preference does not predict sensitivity to statistical structure. NeuroImage 66: 318-332 (2013) - [c38]Elia Bruni, Marco Baroni:
Visual Features for Linguists: Basic image analysis techniques for multimodally-curious NLPers. ACL (Tutorial Abstracts) 2013: 1 - [c37]Georgiana Dinu, Nghia The Pham, Marco Baroni:
DISSECT - DIStributional SEmantics Composition Toolkit. ACL (Conference System Demonstrations) 2013: 31-36 - [c36]Georgiana Dinu, Nghia The Pham, Marco Baroni:
General estimation and evaluation of compositional distributional semantic models. CVSM@ACL 2013: 50-58 - [c35]Raffaella Bernardi, Georgiana Dinu, Marco Marelli, Marco Baroni:
A relatedness benchmark to test the role of determiners in compositional distributional semantics. ACL (2) 2013: 53-57 - [c34]Angeliki Lazaridou, Marco Marelli, Roberto Zamparelli, Marco Baroni:
Compositional-ly Derived Representations of Morphologically Complex Words in Distributional Semantics. ACL (1) 2013: 1517-1526 - [c33]Eva Maria Vecchi, Roberto Zamparelli, Marco Baroni:
Studying the Recursive Behaviour of Adjectival Modification with Compositional Distributional Semantics. EMNLP 2013: 141-151 - [c32]Angeliki Lazaridou, Eva Maria Vecchi, Marco Baroni:
Fish Transporters and Miracle Homes: How Compositional Distributional Semantics can Help NP Parsing. EMNLP 2013: 1908-1913 - [c31]Andrew J. Anderson, Elia Bruni, Ulisse Bordignon, Massimo Poesio, Marco Baroni:
Of Words, Eyes and Brains: Correlating Image-Based Distributional Semantic Models with Neural Representations of Concepts. EMNLP 2013: 1960-1970 - [c30]Gemma Boleda, Marco Baroni, Nghia The Pham, Louise McNally:
Intensionality was only alleged: On adjective-noun composition in distributional semantics. IWCS 2013: 35-46 - [c29]Edward Grefenstette, Georgiana Dinu, Yao-Zhong Zhang, Mehrnoosh Sadrzadeh, Marco Baroni:
Multi-Step Regression Learning for Compositional Distributional Semantics. IWCS 2013: 131-142 - [c28]Giancarlo Natale Varacalli, Avia Kafri, Gil A. Tidhar, Meir Chen, Tal Feingersh, Elad Sagi, Andrea Cisbani, Marco Baroni, Demetrio Labate, Ron Nadler, Arie Leizer, Signorile Signorile, Patrizio Tempesta, Maria Lucia Magliozzi, Claudio Catallo, Andrea Pietropaolo:
SHALOM - Space-borne hyperspectral applicative land and ocean mission. WHISPERS 2013: 1-4 - [e2]Mona T. Diab, Timothy Baldwin, Marco Baroni:
Proceedings of the 7th International Workshop on Semantic Evaluation, SemEval@NAACL-HLT 2013, Atlanta, Georgia, USA, June 14-15, 2013. The Association for Computer Linguistics 2013, ISBN 978-1-937284-49-7 [contents] - [e1]Mona T. Diab, Timothy Baldwin, Marco Baroni:
Proceedings of the Second Joint Conference on Lexical and Computational Semantics, *SEM 2013, June 13-14, 2013, Atlanta, Georgia, USA. Association for Computational Linguistics 2013, ISBN 978-1-937284-48-0 [contents] - [i3]Edward Grefenstette, Georgiana Dinu, Yao-Zhong Zhang, Mehrnoosh Sadrzadeh, Marco Baroni:
Multi-Step Regression Learning for Compositional Distributional Semantics. CoRR abs/1301.6939 (2013) - 2012
- [j7]Amac Herdagdelen, Marco Baroni:
Bootstrapping a Game with a Purpose for Commonsense Collection. ACM Trans. Intell. Syst. Technol. 3(4): 59:1-59:24 (2012) - [c27]Elia Bruni, Gemma Boleda, Marco Baroni, Nam-Khanh Tran:
Distributional Semantics in Technicolor. ACL (1) 2012: 136-145 - [c26]Marco Baroni, Raffaella Bernardi, Ngoc-Quynh Do, Chung-chieh Shan:
Entailment above the word level in distributional semantics. EACL 2012: 23-32 - [c25]Marco Baroni:
Compositionality in (high-dimensional) space. KONVENS 2012: 20 - [c24]Elia Bruni, Jasper R. R. Uijlings, Marco Baroni, Nicu Sebe:
Distributional semantics with eyes: using image analysis to improve computational representations of word meaning. ACM Multimedia 2012: 1219-1228 - 2011
- [j6]Amac Herdagdelen, Marco Baroni:
Stereotypical gender actions can be extracted from web text. J. Assoc. Inf. Sci. Technol. 62(9): 1741-1749 (2011) - [c23]Marco Baroni, Alessandro Lenci:
How we BLESSed distributional semantic evaluation. GEMS 2011: 1-10 - [c22]Elia Bruni, Giang Binh Tran, Marco Baroni:
Distributional semantics from text and images. GEMS 2011: 22-32 - [c21]Kristina Gulordava, Marco Baroni:
A distributional similarity approach to the detection of semantic change in the Google Books Ngram corpus. GEMS 2011: 67-71 - 2010
- [j5]Marco Baroni, Brian Murphy, Eduard Barbu, Massimo Poesio:
Strudel: A Corpus-Based Semantic Model Based on Properties and Types. Cogn. Sci. 34(2): 222-254 (2010) - [j4]Marco Baroni, Alessandro Lenci:
Distributional Memory: A General Framework for Corpus-Based Semantics. Comput. Linguistics 36(4): 673-721 (2010) - [c20]Amac Herdagdelen, Marco Baroni:
The Concept Game: Better Commonsense Knowledge Extraction by Combining Text Mining and a Game with a Purpose. AAAI Fall Symposium: Commonsense Knowledge 2010 - [c19]Gerhard Kremer, Marco Baroni:
Predicting Cognitively Salient Modifiers of the Constitutive Parts of Concepts. CMCL@ACL 2010: 54-62 - [c18]Marco Baroni, Roberto Zamparelli:
Nouns are Vectors, Adjectives are Matrices: Representing Adjective-Noun Constructions in Semantic Space. EMNLP 2010: 1183-1193 - [c17]Massimo Poesio, Marco Baroni, Oswald Lanz, Alessandro Lenci, Alexandros Potamianos, Hinrich Schütze, Sabine Schulte im Walde, Luca Surian:
BabyExp: Constructing a Huge Multimodal Resource to Acquire Commonsense Knowledge Like Children Do. LREC 2010
2000 – 2009
- 2009
- [j3]Marco Baroni, Silvia Bernardini, Adriano Ferraresi, Eros Zanchetta:
The WaCky wide web: a collection of very large linguistically processed web-crawled corpora. Lang. Resour. Evaluation 43(3): 209-226 (2009) - [c16]Manuel Kirschner, Raffaella Bernardi, Marco Baroni, Le Thanh Dinh:
Analyzing Interactive QA Dialogues Using Logistic Regression Models. AI*IA 2009: 334-344 - [c15]Brian Murphy, Marco Baroni, Massimo Poesio:
EEG responds to conceptual stimuli and corpus semantics. EMNLP 2009: 619-627 - [c14]Amac Herdagdelen, Katrin Erk, Marco Baroni:
Measuring semantic relatedness with vector space models and random walks. Graph-based Methods for Natural Language Processing 2009: 50-53 - [i2]Amac Herdagdelen, Marco Baroni:
BagPack: A general framework to represent semantic relations. CoRR abs/0902.2230 (2009) - 2008
- [c13]Marco Baroni, Francis Chantree, Adam Kilgarriff, Serge Sharoff:
Cleaneval: a Competition for Cleaning Web Pages. LREC 2008 - 2007
- [c12]Stefan Evert, Marco Baroni:
zipfR: Word Frequency Modeling in R. ACL 2007 - [c11]Marco Baroni, Stefan Evert:
Words and Echoes: Assessing and Mitigating the Non-Randomness Problem in Word Frequency Distribution Modeling. ACL 2007 - 2006
- [j2]Marco Baroni, Silvia Bernardini:
A New Approach to the Study of Translationese: Machine-learning the Difference between Original and Translated Text. Lit. Linguistic Comput. 21(3): 259-274 (2006) - [c10]Marco Baroni, Adam Kilgarriff:
Large Linguistically-Processed Web Corpora for Multiple Languages. EACL 2006 - [c9]Massimiliano Ciaramita, Marco Baroni:
A Figure of Merit for the Evaluation of Web-Corpus Randomness. EACL 2006 - [c8]Marco Baroni, Adam Kilgarriff, Jan Pomikálek, Pavel Rychlý:
WebBootCaT. Instant Domain-Specific Corpora to Support Human Translators. EAMT 2006 - 2005
- [j1]Harald Trost, Johannes Matiasek, Marco Baroni:
The Language Component of the Fasty Text Prediction System. Appl. Artif. Intell. 19(8): 743-781 (2005) - 2004
- [c7]Marco Baroni, Sabrina Bisi:
Using Cooccurrence Statistics and the Web to Discover Synonyms in a Technical Language. LREC 2004 - [c6]Marco Baroni, Silvia Bernardini:
BootCaT: Bootstrapping Corpora and Terms from the Web. LREC 2004 - [c5]Marco Baroni, Silvia Bernardini, Federica Comastri, Lorenzo Piccioni, Alessandra Volpi, Guy Aston, Marco Mazzoleni:
Introducing the La Repubblica Corpus: A Large, Annotated, TEI(XML)-compliant Corpus of Newspaper Italian. LREC 2004 - 2002
- [c4]Marco Baroni, Johannes Matiasek, Harald Trost:
Wordform- and Class-based Prediction of the Components of German Nominal Compounds in an AAC System. COLING 2002 - [c3]Marco Baroni, Johannes Matiasek, Harald Trost:
Predicting the Components of German Nominal Compounds. ECAI 2002: 470-474 - [c2]Johannes Matiasek, Marco Baroni, Harald Trost:
FASTY - A Multi-lingual Approach to Text Prediction. ICCHP 2002: 243-250 - [c1]Marco Baroni, Johannes Matiasek, Harald Trost:
Unsupervised discovery of morphologically related words based on orthographic and semantic similarity. SIGMORPHON 2002: 48-57 - [i1]Marco Baroni, Johannes Matiasek, Harald Trost:
Unsupervised discovery of morphologically related words based on orthographic and semantic similarity. CoRR cs.CL/0205006 (2002)
Coauthor Index
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