Marco Baroni - RankMe

187 papers A* 23A 6B 8C 3Journal 88Unranked 57

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Differential syntactic and semantic encoding in LLMs. CoRR Santiago Acevedo, Alessandro Laio, Marco Baroni
2026	J	`jnl`	Similarity of Processing Steps in Vision Model Representations. CoRR Matéo Mahaut, Marco Baroni
2026	J	`jnl`	Sparse or Dense? A Mechanistic Estimation of Computation Density in Transformer-based LLMs. CoRR Corentin Kervadec, Iuliia Lysova, Marco Baroni, Gemma Boleda
2026	J	`jnl`	Tracing the complexity profiles of different linguistic phenomena through the intrinsic dimension of LLM representations. CoRR Marco Baroni, Emily Cheng, Iria de-Dios-Flores, Francesca Franzon
2025	J	`jnl`	An approach to identify the most semantically informative deep representations of text and images. CoRR Santiago Acevedo, Andrea Mascaretti, Riccardo Rende, Matéo Mahaut, Marco Baroni, Alessandro Laio
2025	A*	`conf`	Emergence of a High-Dimensional Abstraction Phase in Language Transformers. ICLR Emily Cheng, Diego Doimo, Corentin Kervadec, Iuri Macocco, Lei Yu, Alessandro Laio, Marco Baroni
2025	J	`jnl`	Outlier dimensions favor frequent tokens in language models. CoRR Iuri Macocco, Nora Graichen, Gemma Boleda, Marco Baroni
2025	—	`conf`	Prediction Hubs are Context-Informed Frequent Tokens in LLMs. ACL (1) Beatrix Miranda Ginn Nielsen, Iuri Macocco, Marco Baroni
2025	J	`jnl`	Prediction hubs are context-informed frequent tokens in LLMs. CoRR Beatrix M. G. Nielsen, Iuri Macocco, Marco Baroni
2025	J	`jnl`	Referential communication in heterogeneous communities of pre-trained visual deep networks. Trans. Mach. Learn. Res. Matéo Mahaut, Roberto Dessì, Francesca Franzon, Marco Baroni
2025	J	`jnl`	Stereotypical gender actions can be extracted from Web text. CoRR Amaç Herdagdelen, Marco Baroni
2024	J	`jnl`	Emergence of a High-Dimensional Abstraction Phase in Language Transformers. CoRR Emily Cheng, Diego Doimo, Corentin Kervadec, Iuri Macocco, Jade Yu, Alessandro Laio, Marco Baroni
2024	J	`jnl`	Evil twins are not that evil: Qualitative insights into machine-generated prompts. CoRR Nathanaël Carraz Rakotonirina, Corentin Kervadec, Francesca Franzon, Marco Baroni
2024	J	`jnl`	Linearly Controlled Language Generation with Performative Guarantees. CoRR Emily Cheng, Marco Baroni, Carmen Amo Alonso
2024	—	`conf`	MemoryPrompt: A Light Wrapper to Improve Context Tracking in Pre-trained Language Models. LREC/COLING Nathanaël Carraz Rakotonirina, Marco Baroni
2024	J	`jnl`	MemoryPrompt: A Light Wrapper to Improve Context Tracking in Pre-trained Language Models. CoRR Nathanaël Carraz Rakotonirina, Marco Baroni
2023	A*	`conf`	Bridging Information-Theoretic and Geometric Compression in Language Models. EMNLP Emily Cheng, Corentin Kervadec, Marco Baroni
2023	J	`jnl`	Bridging Information-Theoretic and Geometric Compression in Language Models. CoRR Emily Cheng, Corentin Kervadec, Marco Baroni
2023	A*	`conf`	Can discrete information extraction prompts generalize across language models? ICLR Nathanaël Carraz Rakotonirina, Roberto Dessì, Fabio Petroni, Sebastian Riedel, Marco Baroni
2023	J	`jnl`	Can discrete information extraction prompts generalize across language models? CoRR Nathanaël Carraz Rakotonirina, Roberto Dessì, Fabio Petroni, Sebastian Riedel, Marco Baroni
2023	A*	`conf`	Cross-Domain Image Captioning with Discriminative Finetuning. CVPR Roberto Dessì, Michele Bevilacqua, Eleonora Gualdoni, Nathanaël Carraz Rakotonirina, Francesca Franzon, Marco Baroni
2023	J	`jnl`	Cross-Domain Image Captioning with Discriminative Finetuning. CoRR Roberto Dessì, Michele Bevilacqua, Eleonora Gualdoni, Nathanaël Carraz Rakotonirina, Francesca Franzon, Marco Baroni
2023	J	`jnl`	Human-like systematic generalization through a meta-learning neural network. Nat. Brenden M. Lake, Marco Baroni
2023	A	`conf`	Referential Communication in Heterogeneous Communities of Pre-trained Visual Deep Networks. AAMAS Matéo Mahaut, Francesca Franzon, Roberto Dessì, Marco Baroni
2023	J	`jnl`	Referential communication in heterogeneous communities of pre-trained visual deep networks. CoRR Matéo Mahaut, Francesca Franzon, Roberto Dessì, Marco Baroni
2023	—	`conf`	Unnatural language processing: How do language models handle machine-generated prompts? EMNLP (Findings) Corentin Kervadec, Francesca Franzon, Marco Baroni
2023	J	`jnl`	Unnatural language processing: How do language models handle machine-generated prompts? CoRR Corentin Kervadec, Francesca Franzon, Marco Baroni
2022	A*	`conf`	Communication breakdown: On the low mutual intelligibility between human and neural captioning. EMNLP Roberto Dessì, Eleonora Gualdoni, Francesca Franzon, Gemma Boleda, Marco Baroni
2022	J	`jnl`	Communication breakdown: On the low mutual intelligibility between human and neural captioning. CoRR Roberto Dessì, Eleonora Gualdoni, Francesca Franzon, Gemma Boleda, Marco Baroni
2022	—	`conf`	Emergent Language-Based Coordination In Deep Multi-Agent Systems. EMNLP (Tutorial Abstracts) Marco Baroni, Roberto Dessì, Angeliki Lazaridou
2021	—	`conf`	Controlled tasks for model analysis: Retrieving discrete information from sequences. BlackboxNLP@EMNLP Ionut-Teodor Sorodoc, Gemma Boleda, Marco Baroni
2021	J	`jnl`	How BPE Affects Memorization in Transformers. CoRR Eugene Kharitonov, Marco Baroni, Dieuwke Hupkes
2021	A*	`conf`	Interpretable agent communication from scratch (with a generic visual processor emerging on the side). NeurIPS Roberto Dessì, Eugene Kharitonov, Marco Baroni
2021	J	`jnl`	Interpretable agent communication from scratch(with a generic visual processor emerging on the side). CoRR Roberto Dessì, Eugene Kharitonov, Marco Baroni
2021	J	`jnl`	On the proper role of linguistically-oriented deep net analysis in linguistic theorizing. CoRR Marco Baroni
2020	A*	`conf`	A Benchmark for Systematic Generalization in Grounded Language Understanding. NeurIPS Laura Ruis, Jacob Andreas, Marco Baroni, Diane Bouchacourt, Brenden M. Lake
2020	J	`jnl`	A Benchmark for Systematic Generalization in Grounded Language Understanding. CoRR Laura Ruis, Jacob Andreas, Marco Baroni, Diane Bouchacourt, Brenden M. Lake
2020	A*	`conf`	Compositionality and Generalization In Emergent Languages. ACL Rahma Chaabouni, Eugene Kharitonov, Diane Bouchacourt, Emmanuel Dupoux, Marco Baroni
2020	J	`jnl`	Compositionality and Generalization in Emergent Languages. CoRR Rahma Chaabouni, Eugene Kharitonov, Diane Bouchacourt, Emmanuel Dupoux, Marco Baroni
2020	—	`conf`	Emergent Language Generalization and Acquisition Speed are not tied to Compositionality. BlackboxNLP@EMNLP Eugene Kharitonov, Marco Baroni
2020	J	`jnl`	Emergent Language Generalization and Acquisition Speed are not tied to Compositionality. CoRR Eugene Kharitonov, Marco Baroni
2020	J	`jnl`	Emergent Multi-Agent Communication in the Deep Learning Era. CoRR Angeliki Lazaridou, Marco Baroni
2020	A*	`conf`	Entropy Minimization In Emergent Languages. ICML Eugene Kharitonov, Rahma Chaabouni, Diane Bouchacourt, Marco Baroni
2020	J	`jnl`	Exploring Processing of Nested Dependencies in Neural-Network Language Models and Humans. CoRR Yair Lakretz, Dieuwke Hupkes, Alessandra Vergallito, Marco Marelli, Marco Baroni, Stanislas Dehaene
2020	A*	`conf`	Permutation Equivariant Models for Compositional Generalization in Language. ICLR Jonathan Gordon, David Lopez-Paz, Marco Baroni, Diane Bouchacourt
2020	J	`jnl`	Rat big, cat eaten! Ideas for a useful deep-agent protolanguage. CoRR Marco Baroni
2020	J	`jnl`	Syntactic Structure from Deep Learning. CoRR Tal Linzen, Marco Baroni
2019	A*	`conf`	Anti-efficient encoding in emergent communication. NeurIPS Rahma Chaabouni, Eugene Kharitonov, Emmanuel Dupoux, Marco Baroni
2019	J	`jnl`	Anti-efficient encoding in emergent communication. CoRR Rahma Chaabouni, Eugene Kharitonov, Emmanuel Dupoux, Marco Baroni
2019	—	`conf`	CNNs found to jump around more skillfully than RNNs: Compositional Generalization in Seq2seq Convolutional Networks. ACL (1) Roberto Dessì, Marco Baroni
2019	J	`jnl`	CNNs found to jump around more skillfully than RNNs: Compositional generalization in seq2seq convolutional networks. CoRR Roberto Dessì, Marco Baroni
2019	—	`conf`	EGG: a toolkit for research on Emergence of lanGuage in Games. EMNLP/IJCNLP (3) Eugene Kharitonov, Rahma Chaabouni, Diane Bouchacourt, Marco Baroni
2019	J	`jnl`	EGG: a toolkit for research on Emergence of lanGuage in Games. CoRR Eugene Kharitonov, Rahma Chaabouni, Diane Bouchacourt, Marco Baroni
2019	J	`jnl`	Focus on What's Informative and Ignore What's not: Communication Strategies in a Referential Game. CoRR Roberto Dessì, Diane Bouchacourt, Davide Crepaldi, Marco Baroni
2019	B	`conf`	Human few-shot learning of compositional instructions. CogSci Brenden M. Lake, Tal Linzen, Marco Baroni
2019	J	`jnl`	Human few-shot learning of compositional instructions. CoRR Brenden M. Lake, Tal Linzen, Marco Baroni
2019	J	`jnl`	Information Minimization In Emergent Languages. CoRR Eugene Kharitonov, Rahma Chaabouni, Diane Bouchacourt, Marco Baroni
2019	J	`jnl`	Linguistic generalization and compositionality in modern artificial neural networks. CoRR Marco Baroni
2019	—	`conf`	Miss Tools and Mr Fruit: Emergent Communication in Agents Learning about Object Affordances. ACL (1) Diane Bouchacourt, Marco Baroni
2019	J	`jnl`	Miss Tools and Mr Fruit: Emergent communication in agents learning about object affordances. CoRR Diane Bouchacourt, Marco Baroni
2019	—	`conf`	On the Distribution of Deep Clausal Embeddings: A Large Cross-linguistic Study. ACL (1) Damián E. Blasi, Ryan Cotterell, Lawrence Wolf-Sonkin, Sabine Stoll, Balthasar Bickel, Marco Baroni
2019	J	`jnl`	Tabula nearly rasa: Probing the Linguistic Knowledge of Character-Level Neural Language Models Trained on Unsegmented Text. CoRR Michael Hahn, Marco Baroni
2019	J	`jnl`	Tabula nearly rasa: Probing the linguistic knowledge of character-level neural language models trained on unsegmented text. Trans. Assoc. Comput. Linguistics Michael Hahn, Marco Baroni
2019	—	`conf`	The emergence of number and syntax units in LSTM language models. NAACL-HLT (1) Yair Lakretz, Germán Kruszewski, Theo Desbordes, Dieuwke Hupkes, Stanislas Dehaene, Marco Baroni
2019	J	`jnl`	The emergence of number and syntax units in LSTM language models. CoRR Yair Lakretz, Germán Kruszewski, Theo Desbordes, Dieuwke Hupkes, Stanislas Dehaene, Marco Baroni
2019	—	`conf`	Word-order Biases in Deep-agent Emergent Communication. ACL (1) Rahma Chaabouni, Eugene Kharitonov, Alessandro Lazaric, Emmanuel Dupoux, Marco Baroni
2019	J	`jnl`	Word-order biases in deep-agent emergent communication. CoRR Rahma Chaabouni, Eugene Kharitonov, Alessandro Lazaric, Emmanuel Dupoux, Marco Baroni
2018	—	`conf`	Causal Discovery Using Proxy Variables. ICLR (Workshop) Mateo Rojas-Carulla, Marco Baroni, David Lopez-Paz
2018	—	`conf`	Colorless Green Recurrent Networks Dream Hierarchically. NAACL-HLT Kristina Gulordava, Piotr Bojanowski, Edouard Grave, Tal Linzen, Marco Baroni
2018	J	`jnl`	Colorless green recurrent networks dream hierarchically. CoRR Kristina Gulordava, Piotr Bojanowski, Edouard Grave, Tal Linzen, Marco Baroni
2018	A*	`conf`	Generalization without Systematicity: On the Compositional Skills of Sequence-to-Sequence Recurrent Networks. ICML Brenden M. Lake, Marco Baroni
2018	A*	`conf`	How agents see things: On visual representations in an emergent language game. EMNLP Diane Bouchacourt, Marco Baroni
2018	J	`jnl`	How agents see things: On visual representations in an emergent language game. CoRR Diane Bouchacourt, Marco Baroni
2018	—	`conf`	Jump to better conclusions: SCAN both left and right. BlackboxNLP@EMNLP Jasmijn Bastings, Marco Baroni, Jason Weston, Kyunghyun Cho, Douwe Kiela
2018	J	`jnl`	Jump to better conclusions: SCAN both left and right. CoRR Jasmijn Bastings, Marco Baroni, Jason Weston, Kyunghyun Cho, Douwe Kiela
2018	J	`jnl`	Memorize or generalize? Searching for a compositional RNN in a haystack. CoRR Adam Liska, Germán Kruszewski, Marco Baroni
2018	—	`conf`	Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks. BlackboxNLP@EMNLP João Loula, Marco Baroni, Brenden M. Lake
2018	J	`jnl`	Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks. CoRR João Loula, Marco Baroni, Brenden M. Lake
2018	C	`conf`	Solar Decathlon ME18 competition as a "learning by doing" experience for students: The case of the team HAAB. EDUCON 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
2018	—	`conf`	What you can cram into a single \$&!#* vector: Probing sentence embeddings for linguistic properties. ACL (1) Alexis Conneau, Germán Kruszewski, Guillaume Lample, Loïc Barrault, Marco Baroni
2018	J	`jnl`	What you can cram into a single vector: Probing sentence embeddings for linguistic properties. CoRR Alexis Conneau, Germán Kruszewski, Guillaume Lample, Loïc Barrault, Marco Baroni
2017	—	`conf`	"Show Me the Cup": Reference with Continuous Representations. CICLing (1) Marco Baroni, Gemma Boleda, Sebastian Padó
2017	J	`jnl`	A New AI Evaluation Cosmos: Ready to Play the Game? AI Mag. José Hernández-Orallo, Marco Baroni, Jordi Bieger, Nader Chmait, David L. Dowe, Katja Hofmann, Fernando Martínez-Plumed, Claes Strannegård, Kristinn R. Thórisson
2017	J	`jnl`	Causal Discovery Using Proxy Variables. CoRR Mateo Rojas-Carulla, Marco Baroni, David Lopez-Paz
2017	—	`conf`	CommAI: Evaluating the first steps towards a useful general AI. ICLR (Workshop) Marco Baroni, Armand Joulin, Allan Jabri, Germán Kruszewski, Angeliki Lazaridou, Klemen Simonic, Tomás Mikolov
2017	J	`jnl`	CommAI: Evaluating the first steps towards a useful general AI. CoRR Marco Baroni, Armand Joulin, Allan Jabri, Germán Kruszewski, Angeliki Lazaridou, Klemen Simonic, Tomás Mikolov
2017	A*	`conf`	High-risk learning: acquiring new word vectors from tiny data. EMNLP Aurélie Herbelot, Marco Baroni
2017	J	`jnl`	High-risk learning: acquiring new word vectors from tiny data. CoRR Aurélie Herbelot, Marco Baroni
2017	—	`conf`	Living a discrete life in a continuous world: Reference in cross-modal entity tracking. IWCS(2) Gemma Boleda, Sebastian Padó, Nghia The Pham, Marco Baroni
2017	J	`jnl`	Living a discrete life in a continuous world: Reference with distributed representations. CoRR Gemma Boleda, Sebastian Padó, Nghia The Pham, Marco Baroni
2017	—	`conf`	Multi-Agent Cooperation and the Emergence of (Natural) Language. ICLR Angeliki Lazaridou, Alexander Peysakhovich, Marco Baroni
2017	J	`jnl`	Spicy Adjectives and Nominal Donkeys: Capturing Semantic Deviance Using Compositionality in Distributional Spaces. Cogn. Sci. Eva Maria Vecchi, Marco Marelli, Roberto Zamparelli, Marco Baroni
2017	J	`jnl`	Still not systematic after all these years: On the compositional skills of sequence-to-sequence recurrent networks. CoRR Brenden M. Lake, Marco Baroni
2016	J	`jnl`	"Show me the cup": Reference with Continuous Representations. CoRR Gemma Boleda, Sebastian Padó, Marco Baroni
2016	—	`conf`	A Roadmap Towards Machine Intelligence. CICLing (1) Tomás Mikolov, Armand Joulin, Marco Baroni
2016	J	`jnl`	Grounding Distributional Semantics in the Visual World. Lang. Linguistics Compass Marco Baroni
2016	J	`jnl`	Multi-Agent Cooperation and the Emergence of (Natural) Language. CoRR Angeliki Lazaridou, Alexander Peysakhovich, Marco Baroni
2016	—	`conf`	Multimodal Semantic Learning from Child-Directed Input. HLT-NAACL Angeliki Lazaridou, Grzegorz Chrupala, Raquel Fernández, Marco Baroni
2016	J	`jnl`	Neural sensitivity to syllable frequency and mutual information in speech perception and production. NeuroImage Pascale Tremblay, Isabelle Deschamps, Marco Baroni, Uri Hasson
2016	J	`jnl`	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 Luisa Bentivogli, Raffaella Bernardi, Marco Marelli, Stefano Menini, Marco Baroni, Roberto Zamparelli
2016	—	`conf`	The LAMBADA dataset: Word prediction requiring a broad discourse context. ACL (1) Denis Paperno, Germán Kruszewski, Angeliki Lazaridou, Quan Ngoc Pham, Raffaella Bernardi, Sandro Pezzelle, Marco Baroni, Gemma Boleda, Raquel Fernández
2016	J	`jnl`	The LAMBADA dataset: Word prediction requiring a broad discourse context. CoRR Denis Paperno, Germán Kruszewski, Angeliki Lazaridou, Quan Ngoc Pham, Raffaella Bernardi, Sandro Pezzelle, Marco Baroni, Gemma Boleda, Raquel Fernández
2016	—	`conf`	The red one!: On learning to refer to things based on discriminative properties. ACL (2) Angeliki Lazaridou, Nghia The Pham, Marco Baroni
2016	J	`jnl`	The red one!: On learning to refer to things based on their discriminative properties. CoRR Angeliki Lazaridou, Nghia The Pham, Marco Baroni
2016	J	`jnl`	There Is No Logical Negation Here, But There Are Alternatives: Modeling Conversational Negation with Distributional Semantics. Comput. Linguistics Germán Kruszewski, Denis Paperno, Raffaella Bernardi, Marco Baroni
2016	J	`jnl`	Towards Multi-Agent Communication-Based Language Learning. CoRR Angeliki Lazaridou, Nghia The Pham, Marco Baroni
2016	J	`jnl`	When the Whole Is Less Than the Sum of Its Parts: How Composition Affects PMI Values in Distributional Semantic Vectors. Comput. Linguistics Denis Paperno, Marco Baroni
2015	—	`conf`	A Multitask Objective to Inject Lexical Contrast into Distributional Semantics. ACL (2) Nghia The Pham, Angeliki Lazaridou, Marco Baroni
2015	J	`jnl`	A Roadmap towards Machine Intelligence. CoRR Tomás Mikolov, Armand Joulin, Marco Baroni
2015	—	`conf`	Combining Language and Vision with a Multimodal Skip-gram Model. HLT-NAACL Angeliki Lazaridou, Nghia The Pham, Marco Baroni
2015	J	`jnl`	Combining Language and Vision with a Multimodal Skip-gram Model. CoRR Angeliki Lazaridou, Nghia The Pham, Marco Baroni
2015	J	`jnl`	Deriving Boolean Structures from Distributional Vectors. Trans. Assoc. Comput. Linguistics Germán Kruszewski, Denis Paperno, Marco Baroni
2015	A*	`conf`	Distributional vectors encode referential attributes. EMNLP Abhijeet Gupta, Gemma Boleda, Marco Baroni, Sebastian Padó
2015	—	`conf`	Do Distributed Semantic Models Dream of Electric Sheep? Visualizing Word Representations through Image Synthesis. VL@EMNLP Angeliki Lazaridou, Dat Tien Nguyen, Marco Baroni
2015	J	`jnl`	From Visual Attributes to Adjectives through Decompositional Distributional Semantics. Trans. Assoc. Comput. Linguistics Angeliki Lazaridou, Georgiana Dinu, Adam Liska, Marco Baroni
2015	J	`jnl`	From visual attributes to adjectives through decompositional distributional semantics. CoRR Angeliki Lazaridou, Georgiana Dinu, Adam Liska, Marco Baroni
2015	—	`conf`	Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot Learning. ACL (1) Angeliki Lazaridou, Georgiana Dinu, Marco Baroni
2015	—	`conf`	Improving zero-shot learning by mitigating the hubness problem. ICLR (Workshop) Georgiana Dinu, Marco Baroni
2015	—	`conf`	Jointly optimizing word representations for lexical and sentential tasks with the C-PHRASE model. ACL (1) Nghia The Pham, Germán Kruszewski, Angeliki Lazaridou, Marco Baroni
2015	—	`conf`	Leveraging Preposition Ambiguity to Assess Compositional Distributional Models of Semantics. *SEM@NAACL-HLT Samuel Ritter, Cotie Long, Denis Paperno, Marco Baroni, Matthew M. Botvinick, Adele E. Goldberg
2015	J	`jnl`	Reading visually embodied meaning from the brain: Visually grounded computational models decode visual-object mental imagery induced by written text. NeuroImage Andrew J. Anderson, Elia Bruni, Alessandro Lopopolo, Massimo Poesio, Marco Baroni
2015	—	`conf`	So similar and yet incompatible: Toward the automated identification of semantically compatible words. HLT-NAACL Germán Kruszewski, Marco Baroni
2015	J	`jnl`	Unveiling the Dreams of Word Embeddings: Towards Language-Driven Image Generation. CoRR Angeliki Lazaridou, Dat Tien Nguyen, Raffaella Bernardi, Marco Baroni
2015	J	`jnl`	When the Whole Is Not Greater Than the Combination of Its Parts: A "Decompositional" Look at Compositional Distributional Semantics. Comput. Linguistics Fabio Massimo Zanzotto, Lorenzo Ferrone, Marco Baroni
2014	B	`conf`	A SICK cure for the evaluation of compositional distributional semantic models. LREC Marco Marelli, Stefano Menini, Marco Baroni, Luisa Bentivogli, Raffaella Bernardi, Roberto Zamparelli
2014	—	`conf`	A practical and linguistically-motivated approach to compositional distributional semantics. ACL (1) Denis Paperno, Nghia The Pham, Marco Baroni
2014	—	`conf`	Dead parrots make bad pets: Exploring modifier effects in noun phrases. *SEM@COLING Germán Kruszewski, Marco Baroni
2014	—	`conf`	Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors. ACL (1) Marco Baroni, Georgiana Dinu, Germán Kruszewski
2014	—	`conf`	How to make words with vectors: Phrase generation in distributional semantics. ACL (1) Georgiana Dinu, Marco Baroni
2014	A	`conf`	Improving the Lexical Function Composition Model with Pathwise Optimized Elastic-Net Regression. EACL Jiming Li, Marco Baroni, Georgiana Dinu
2014	—	`conf`	Is this a wampimuk? Cross-modal mapping between distributional semantics and the visual world. ACL (1) Angeliki Lazaridou, Elia Bruni, Marco Baroni
2014	J	`jnl`	Multimodal Distributional Semantics. J. Artif. Intell. Res. Elia Bruni, Nam-Khanh Tran, Marco Baroni
2014	J	`jnl`	Predication Drives Verb Cortical Signatures. J. Cogn. Neurosci. Mireia Hernández, Scott L. Fairhall, Alessandro Lenci, Marco Baroni, Alfonso Caramazza
2014	—	`conf`	SemEval-2014 Task 1: Evaluation of Compositional Distributional Semantic Models on Full Sentences through Semantic Relatedness and Textual Entailment. SemEval@COLING Marco Marelli, Luisa Bentivogli, Marco Baroni, Raffaella Bernardi, Stefano Menini, Roberto Zamparelli
2013	—	`conf`	A relatedness benchmark to test the role of determiners in compositional distributional semantics. ACL (2) Raffaella Bernardi, Georgiana Dinu, Marco Marelli, Marco Baroni
2013	J	`jnl`	Composition in Distributional Semantics. Lang. Linguistics Compass Marco Baroni
2013	—	`conf`	Compositional-ly Derived Representations of Morphologically Complex Words in Distributional Semantics. ACL (1) Angeliki Lazaridou, Marco Marelli, Roberto Zamparelli, Marco Baroni
2013	—	`conf`	DISSECT - DIStributional SEmantics Composition Toolkit. ACL (Conference System Demonstrations) Georgiana Dinu, Nghia The Pham, Marco Baroni
2013	A*	`conf`	Fish Transporters and Miracle Homes: How Compositional Distributional Semantics can Help NP Parsing. EMNLP Angeliki Lazaridou, Eva Maria Vecchi, Marco Baroni
2013	—	`conf`	General estimation and evaluation of compositional distributional semantic models. CVSM@ACL Georgiana Dinu, Nghia The Pham, Marco Baroni
2013	—	`conf`	Intensionality was only alleged: On adjective-noun composition in distributional semantics. IWCS Gemma Boleda, Marco Baroni, Nghia The Pham, Louise McNally
2013	J	`jnl`	Multi-Step Regression Learning for Compositional Distributional Semantics CoRR Edward Grefenstette, Georgiana Dinu, Yao-Zhong Zhang, Mehrnoosh Sadrzadeh, Marco Baroni
2013	—	`conf`	Multi-Step Regression Learning for Compositional Distributional Semantics. IWCS Edward Grefenstette, Georgiana Dinu, Yao-Zhong Zhang, Mehrnoosh Sadrzadeh, Marco Baroni
2013	A*	`conf`	Of Words, Eyes and Brains: Correlating Image-Based Distributional Semantic Models with Neural Representations of Concepts. EMNLP Andrew J. Anderson, Elia Bruni, Ulisse Bordignon, Massimo Poesio, Marco Baroni
2013	—	`ed.`	Proceedings of the 7th International Workshop on Semantic Evaluation, SemEval@NAACL-HLT 2013, Atlanta, Georgia, USA, June 14-15, 2013 SemEval@NAACL-HLT Mona T. Diab, Timothy Baldwin, Marco Baroni
2013	—	`ed.`	Proceedings of the Second Joint Conference on Lexical and Computational Semantics, SEM 2013, June 13-14, 2013, Atlanta, Georgia, USA. SEM@NAACL-HLT Mona T. Diab, Timothy Baldwin, Marco Baroni
2013	J	`jnl`	Processing of speech and non-speech sounds in the supratemporal plane: Auditory input preference does not predict sensitivity to statistical structure. NeuroImage Pascale Tremblay, Marco Baroni, Uri Hasson
2013	J	`jnl`	Recent advancements in human language technology in Italy. Intelligenza Artificiale Bernardo Magnini, Marco Baroni, Marcello Federico, Roberto Navigli
2013	—	`conf`	SHALOM - Space-borne hyperspectral applicative land and ocean mission. WHISPERS 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
2013	A*	`conf`	Studying the Recursive Behaviour of Adjectival Modification with Compositional Distributional Semantics. EMNLP Eva Maria Vecchi, Roberto Zamparelli, Marco Baroni
2013	—	`conf`	Visual Features for Linguists: Basic image analysis techniques for multimodally-curious NLPers. ACL (Tutorial Abstracts) Elia Bruni, Marco Baroni
2012	J	`jnl`	Bootstrapping a Game with a Purpose for Commonsense Collection. ACM Trans. Intell. Syst. Technol. Amac Herdagdelen, Marco Baroni
2012	—	`conf`	Compositionality in (high-dimensional) space. KONVENS Marco Baroni
2012	—	`conf`	Distributional Semantics in Technicolor. ACL (1) Elia Bruni, Gemma Boleda, Marco Baroni, Nam-Khanh Tran
2012	A*	`conf`	Distributional semantics with eyes: using image analysis to improve computational representations of word meaning. ACM Multimedia Elia Bruni, Jasper R. R. Uijlings, Marco Baroni, Nicu Sebe
2012	A	`conf`	Entailment above the word level in distributional semantics. EACL Marco Baroni, Raffaella Bernardi, Ngoc-Quynh Do, Chung-chieh Shan
2011	—	`conf`	A distributional similarity approach to the detection of semantic change in the Google Books Ngram corpus. GEMS Kristina Gulordava, Marco Baroni
2011	—	`conf`	Distributional semantics from text and images. GEMS Elia Bruni, Giang Binh Tran, Marco Baroni
2011	—	`conf`	How we BLESSed distributional semantic evaluation. GEMS Marco Baroni, Alessandro Lenci
2011	J	`jnl`	Stereotypical gender actions can be extracted from web text. J. Assoc. Inf. Sci. Technol. Amac Herdagdelen, Marco Baroni
2010	B	`conf`	BabyExp: Constructing a Huge Multimodal Resource to Acquire Commonsense Knowledge Like Children Do. LREC Massimo Poesio, Marco Baroni, Oswald Lanz, Alessandro Lenci, Alexandros Potamianos, Hinrich Schütze, Sabine Schulte im Walde, Luca Surian
2010	J	`jnl`	Distributional Memory: A General Framework for Corpus-Based Semantics. Comput. Linguistics Marco Baroni, Alessandro Lenci
2010	A*	`conf`	Nouns are Vectors, Adjectives are Matrices: Representing Adjective-Noun Constructions in Semantic Space. EMNLP Marco Baroni, Roberto Zamparelli
2010	—	`conf`	Predicting Cognitively Salient Modifiers of the Constitutive Parts of Concepts. CMCL@ACL Gerhard Kremer, Marco Baroni
2010	J	`jnl`	Strudel: A Corpus-Based Semantic Model Based on Properties and Types. Cogn. Sci. Marco Baroni, Brian Murphy, Eduard Barbu, Massimo Poesio
2010	—	`conf`	The Concept Game: Better Commonsense Knowledge Extraction by Combining Text Mining and a Game with a Purpose. AAAI Fall Symposium: Commonsense Knowledge Amac Herdagdelen, Marco Baroni
2009	—	`conf`	Analyzing Interactive QA Dialogues Using Logistic Regression Models. AI*IA Manuel Kirschner, Raffaella Bernardi, Marco Baroni, Le Thanh Dinh
2009	J	`jnl`	BagPack: A general framework to represent semantic relations CoRR Amac Herdagdelen, Marco Baroni
2009	A*	`conf`	EEG responds to conceptual stimuli and corpus semantics. EMNLP Brian Murphy, Marco Baroni, Massimo Poesio
2009	—	`conf`	Measuring semantic relatedness with vector space models and random walks. Graph-based Methods for Natural Language Processing Amac Herdagdelen, Katrin Erk, Marco Baroni
2009	J	`jnl`	The WaCky wide web: a collection of very large linguistically processed web-crawled corpora. Lang. Resour. Evaluation Marco Baroni, Silvia Bernardini, Adriano Ferraresi, Eros Zanchetta
2008	B	`conf`	Cleaneval: a Competition for Cleaning Web Pages. LREC Marco Baroni, Francis Chantree, Adam Kilgarriff, Serge Sharoff
2007	A*	`conf`	Words and Echoes: Assessing and Mitigating the Non-Randomness Problem in Word Frequency Distribution Modeling. ACL Marco Baroni, Stefan Evert
2007	A*	`conf`	zipfR: Word Frequency Modeling in R. ACL Stefan Evert, Marco Baroni
2006	A	`conf`	A Figure of Merit for the Evaluation of Web-Corpus Randomness. EACL Massimiliano Ciaramita, Marco Baroni
2006	J	`jnl`	A New Approach to the Study of Translationese: Machine-learning the Difference between Original and Translated Text. Lit. Linguistic Comput. Marco Baroni, Silvia Bernardini
2006	A	`conf`	Large Linguistically-Processed Web Corpora for Multiple Languages. EACL Marco Baroni, Adam Kilgarriff
2006	C	`conf`	WebBootCaT. Instant Domain-Specific Corpora to Support Human Translators. EAMT Marco Baroni, Adam Kilgarriff, Jan Pomikálek, Pavel Rychlý
2005	J	`jnl`	The Language Component of the Fasty Text Prediction System. Appl. Artif. Intell. Harald Trost, Johannes Matiasek, Marco Baroni
2004	B	`conf`	BootCaT: Bootstrapping Corpora and Terms from the Web. LREC Marco Baroni, Silvia Bernardini
2004	B	`conf`	Introducing the La Repubblica Corpus: A Large, Annotated, TEI(XML)-compliant Corpus of Newspaper Italian. LREC Marco Baroni, Silvia Bernardini, Federica Comastri, Lorenzo Piccioni, Alessandra Volpi, Guy Aston, Marco Mazzoleni
2004	B	`conf`	Using Cooccurrence Statistics and the Web to Discover Synonyms in a Technical Language. LREC Marco Baroni, Sabrina Bisi
2002	C	`conf`	FASTY - A Multi-lingual Approach to Text Prediction. ICCHP Johannes Matiasek, Marco Baroni, Harald Trost
2002	A	`conf`	Predicting the Components of German Nominal Compounds. ECAI Marco Baroni, Johannes Matiasek, Harald Trost
2002	J	`jnl`	Unsupervised discovery of morphologically related words based on orthographic and semantic similarity CoRR Marco Baroni, Johannes Matiasek, Harald Trost
2002	—	`conf`	Unsupervised discovery of morphologically related words based on orthographic and semantic similarity. SIGMORPHON Marco Baroni, Johannes Matiasek, Harald Trost
2002	B	`conf`	Wordform- and Class-based Prediction of the Components of German Nominal Compounds in an AAC System. COLING Marco Baroni, Johannes Matiasek, Harald Trost