Marco Baroni

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 107

Top Venues

CoRR

ACL (1)

EMNLP

BlackboxNLP@EMNLP

Publications

Corentin Kervadec, Francesca Franzon, Marco Baroni
Unnatural language processing: How do language models handle machine-generated prompts? CoRR (2023)
Mateo Mahaut, Francesca Franzon, Roberto Dessì, Marco Baroni
Referential Communication in Heterogeneous Communities of Pre-trained Visual Deep Networks. AAMAS (2023)
Brenden M. Lake, Marco Baroni
Human-like systematic generalization through a meta-learning neural network. Nat. 623 (7985) (2023)
Emily Cheng, Corentin Kervadec, Marco Baroni
Bridging Information-Theoretic and Geometric Compression in Language Models. EMNLP (2023)
Roberto Dessì, Michele Bevilacqua, Eleonora Gualdoni, Nathanaël Carraz Rakotonirina, Francesca Franzon, Marco Baroni
Cross-Domain Image Captioning with Discriminative Finetuning. CoRR (2023)
Roberto Dessì, Michele Bevilacqua, Eleonora Gualdoni, Nathanaël Carraz Rakotonirina, Francesca Franzon, Marco Baroni
Cross-Domain Image Captioning with Discriminative Finetuning. CVPR (2023)
Nathanaël Carraz Rakotonirina, Roberto Dessì, Fabio Petroni, Sebastian Riedel, Marco Baroni
Can discrete information extraction prompts generalize across language models? ICLR (2023)
Mateo Mahaut, Francesca Franzon, Roberto Dessì, Marco Baroni
Referential communication in heterogeneous communities of pre-trained visual deep networks. CoRR (2023)
Emily Cheng, Corentin Kervadec, Marco Baroni
Bridging Information-Theoretic and Geometric Compression in Language Models. CoRR (2023)
Corentin Kervadec, Francesca Franzon, Marco Baroni
Unnatural language processing: How do language models handle machine-generated prompts? EMNLP (Findings) (2023)
Nathanaël Carraz Rakotonirina, Roberto Dessì, Fabio Petroni, Sebastian Riedel, Marco Baroni
Can discrete information extraction prompts generalize across language models? CoRR (2023)
Roberto Dessì, Eleonora Gualdoni, Francesca Franzon, Gemma Boleda, Marco Baroni
Communication breakdown: On the low mutual intelligibility between human and neural captioning. CoRR (2022)
Roberto Dessì, Eleonora Gualdoni, Francesca Franzon, Gemma Boleda, Marco Baroni
Communication breakdown: On the low mutual intelligibility between human and neural captioning. EMNLP (2022)
Eugene Kharitonov, Marco Baroni, Dieuwke Hupkes
How BPE Affects Memorization in Transformers. CoRR (2021)
Marco Baroni
On the proper role of linguistically-oriented deep net analysis in linguistic theorizing. CoRR (2021)
Roberto Dessì, Eugene Kharitonov, Marco Baroni
Interpretable agent communication from scratch(with a generic visual processor emerging on the side). CoRR (2021)
Ionut-Teodor Sorodoc, Gemma Boleda, Marco Baroni
Controlled tasks for model analysis: Retrieving discrete information from sequences. BlackboxNLP@EMNLP (2021)
Roberto Dessì, Eugene Kharitonov, Marco Baroni
Interpretable agent communication from scratch (with a generic visual processor emerging on the side). NeurIPS (2021)
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 (2020)
Laura Ruis, Jacob Andreas, Marco Baroni, Diane Bouchacourt, Brenden M. Lake
A Benchmark for Systematic Generalization in Grounded Language Understanding. CoRR (2020)
Rahma Chaabouni, Eugene Kharitonov, Diane Bouchacourt, Emmanuel Dupoux, Marco Baroni
Compositionality and Generalization In Emergent Languages. ACL (2020)
Jonathan Gordon, David Lopez-Paz, Marco Baroni, Diane Bouchacourt
Permutation Equivariant Models for Compositional Generalization in Language. ICLR (2020)
Laura Ruis, Jacob Andreas, Marco Baroni, Diane Bouchacourt, Brenden M. Lake
A Benchmark for Systematic Generalization in Grounded Language Understanding. NeurIPS (2020)
Angeliki Lazaridou, Marco Baroni
Emergent Multi-Agent Communication in the Deep Learning Era. CoRR (2020)
Rahma Chaabouni, Eugene Kharitonov, Diane Bouchacourt, Emmanuel Dupoux, Marco Baroni
Compositionality and Generalization in Emergent Languages. CoRR (2020)
Tal Linzen, Marco Baroni
Syntactic Structure from Deep Learning. CoRR (2020)
Marco Baroni
Rat big, cat eaten! Ideas for a useful deep-agent protolanguage. CoRR (2020)
Eugene Kharitonov, Marco Baroni
Emergent Language Generalization and Acquisition Speed are not tied to Compositionality. CoRR (2020)
Eugene Kharitonov, Marco Baroni
Emergent Language Generalization and Acquisition Speed are not tied to Compositionality. BlackboxNLP@EMNLP (2020)
Eugene Kharitonov, Rahma Chaabouni, Diane Bouchacourt, Marco Baroni
Entropy Minimization In Emergent Languages. ICML (2020)
Diane Bouchacourt, Marco Baroni
Miss Tools and Mr Fruit: Emergent Communication in Agents Learning about Object Affordances. ACL (1) (2019)
Eugene Kharitonov, Rahma Chaabouni, Diane Bouchacourt, Marco Baroni
EGG: a toolkit for research on Emergence of lanGuage in Games. EMNLP/IJCNLP (3) (2019)
Roberto Dessì, Marco Baroni
CNNs found to jump around more skillfully than RNNs: Compositional Generalization in Seq2seq Convolutional Networks. ACL (1) (2019)
Eugene Kharitonov, Rahma Chaabouni, Diane Bouchacourt, Marco Baroni
EGG: a toolkit for research on Emergence of lanGuage in Games. CoRR (2019)
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 (2019)
Brenden M. Lake, Tal Linzen, Marco Baroni
Human few-shot learning of compositional instructions. CoRR (2019)
Brenden M. Lake, Tal Linzen, Marco Baroni
Human few-shot learning of compositional instructions. CogSci (2019)
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)
Yair Lakretz, Germán Kruszewski, Theo Desbordes, Dieuwke Hupkes, Stanislas Dehaene, Marco Baroni
The emergence of number and syntax units in LSTM language models. CoRR (2019)
Rahma Chaabouni, Eugene Kharitonov, Emmanuel Dupoux, Marco Baroni
Anti-efficient encoding in emergent communication. NeurIPS (2019)
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 (2019)
Rahma Chaabouni, Eugene Kharitonov, Emmanuel Dupoux, Marco Baroni
Anti-efficient encoding in emergent communication. CoRR (2019)
Michael Hahn, Marco Baroni
Tabula nearly rasa: Probing the Linguistic Knowledge of Character-Level Neural Language Models Trained on Unsegmented Text. CoRR (2019)
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)
Roberto Dessì, Marco Baroni
CNNs found to jump around more skillfully than RNNs: Compositional generalization in seq2seq convolutional networks. CoRR (2019)
Eugene Kharitonov, Rahma Chaabouni, Diane Bouchacourt, Marco Baroni
Information Minimization In Emergent Languages. CoRR (2019)
Rahma Chaabouni, Eugene Kharitonov, Alessandro Lazaric, Emmanuel Dupoux, Marco Baroni
Word-order biases in deep-agent emergent communication. CoRR (2019)
Rahma Chaabouni, Eugene Kharitonov, Alessandro Lazaric, Emmanuel Dupoux, Marco Baroni
Word-order Biases in Deep-agent Emergent Communication. ACL (1) (2019)
Diane Bouchacourt, Marco Baroni
Miss Tools and Mr Fruit: Emergent communication in agents learning about object affordances. CoRR (2019)
Marco Baroni
Linguistic generalization and compositionality in modern artificial neural networks. CoRR (2019)
Adam Liska, Germán Kruszewski, Marco Baroni
Memorize or generalize? Searching for a compositional RNN in a haystack. CoRR (2018)
Kristina Gulordava, Piotr Bojanowski, Edouard Grave, Tal Linzen, Marco Baroni
Colorless Green Recurrent Networks Dream Hierarchically. NAACL-HLT (2018)
Kristina Gulordava, Piotr Bojanowski, Edouard Grave, Tal Linzen, Marco Baroni
Colorless green recurrent networks dream hierarchically. CoRR (2018)
João Loula, Marco Baroni, Brenden M. Lake
Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks. CoRR (2018)
Jasmijn Bastings, Marco Baroni, Jason Weston, Kyunghyun Cho, Douwe Kiela
Jump to better conclusions: SCAN both left and right. CoRR (2018)
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 (2018)
Brenden M. Lake, Marco Baroni
Generalization without Systematicity: On the Compositional Skills of Sequence-to-Sequence Recurrent Networks. ICML (2018)
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)
Diane Bouchacourt, Marco Baroni
How agents see things: On visual representations in an emergent language game. EMNLP (2018)
João Loula, Marco Baroni, Brenden M. Lake
Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks. BlackboxNLP@EMNLP (2018)
Mateo Rojas-Carulla, Marco Baroni, David Lopez-Paz
Causal Discovery Using Proxy Variables. ICLR (Workshop) (2018)
Diane Bouchacourt, Marco Baroni
How agents see things: On visual representations in an emergent language game. CoRR (2018)
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)
Jasmijn Bastings, Marco Baroni, Jason Weston, Kyunghyun Cho, Douwe Kiela
Jump to better conclusions: SCAN both left and right. BlackboxNLP@EMNLP (2018)
Gemma Boleda, Sebastian Padó, Nghia The Pham, Marco Baroni
Living a discrete life in a continuous world: Reference with distributed representations. CoRR (2017)
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) (2017)
Aurélie Herbelot, Marco Baroni
High-risk learning: acquiring new word vectors from tiny data. CoRR (2017)
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)
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 (2017)
Angeliki Lazaridou, Alexander Peysakhovich, Marco Baroni
Multi-Agent Cooperation and the Emergence of (Natural) Language. ICLR (2017)
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)
Aurélie Herbelot, Marco Baroni
High-risk learning: acquiring new word vectors from tiny data. EMNLP (2017)
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) (2017)
Mateo Rojas-Carulla, Marco Baroni, David Lopez-Paz
Causal Discovery Using Proxy Variables. CoRR (2017)
Marco Baroni, Gemma Boleda, Sebastian Padó
"Show Me the Cup": Reference with Continuous Representations. CICLing (1) (2017)
Brenden M. Lake, Marco Baroni
Still not systematic after all these years: On the compositional skills of sequence-to-sequence recurrent networks. CoRR (2017)
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) (2016)
Angeliki Lazaridou, Alexander Peysakhovich, Marco Baroni
Multi-Agent Cooperation and the Emergence of (Natural) Language. CoRR (2016)
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 (2016)
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) (2016)
Angeliki Lazaridou, Nghia The Pham, Marco Baroni
Towards Multi-Agent Communication-Based Language Learning. CoRR (2016)
Gemma Boleda, Sebastian Padó, Marco Baroni
"Show me the cup": Reference with Continuous Representations. CoRR (2016)
Angeliki Lazaridou, Grzegorz Chrupala, Raquel Fernández, Marco Baroni
Multimodal Semantic Learning from Child-Directed Input. HLT-NAACL (2016)
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) (2016)
Pascale Tremblay, Isabelle Deschamps, Marco Baroni, Uri Hasson
Neural sensitivity to syllable frequency and mutual information in speech perception and production. NeuroImage 136 (2016)
Angeliki Lazaridou, Nghia The Pham, Marco Baroni
The red one!: On learning to refer to things based on their discriminative properties. CoRR (2016)
Tomás Mikolov, Armand Joulin, Marco Baroni
A Roadmap Towards Machine Intelligence. CICLing (1) (2016)
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)
Marco Baroni
Grounding Distributional Semantics in the Visual World. Lang. Linguistics Compass 10 (1) (2016)
Angeliki Lazaridou, Nghia The Pham, Marco Baroni
The red one!: On learning to refer to things based on discriminative properties. ACL (2) (2016)
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)
Georgiana Dinu, Marco Baroni
Improving zero-shot learning by mitigating the hubness problem. ICLR (Workshop) (2015)
Angeliki Lazaridou, Nghia The Pham, Marco Baroni
Combining Language and Vision with a Multimodal Skip-gram Model. HLT-NAACL (2015)
Samuel Ritter, Cotie Long, Denis Paperno, Marco Baroni, Matthew Botvinick, Adele E. Goldberg
Leveraging Preposition Ambiguity to Assess Compositional Distributional Models of Semantics. *SEM@NAACL-HLT (2015)
Angeliki Lazaridou, Georgiana Dinu, Adam Liska, Marco Baroni
From visual attributes to adjectives through decompositional distributional semantics. CoRR (2015)
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) (2015)
Nghia The Pham, Angeliki Lazaridou, Marco Baroni
A Multitask Objective to Inject Lexical Contrast into Distributional Semantics. ACL (2) (2015)
Angeliki Lazaridou, Dat Tien Nguyen, Marco Baroni
Do Distributed Semantic Models Dream of Electric Sheep? Visualizing Word Representations through Image Synthesis. VL@EMNLP (2015)
Abhijeet Gupta, Gemma Boleda, Marco Baroni, Sebastian Padó
Distributional vectors encode referential attributes. EMNLP (2015)
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 (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Marco Baroni