Wordform- and Class-based Prediction of the Components of German Nominal Compounds in an AAC System. - Marco Baroni; Johannes Matiasek; Harald Trost (COLING, 2002)

Predicting the Components of German Nominal Compounds. - Marco Baroni; Johannes Matiasek; Harald Trost (ECAI, 2002)

FASTY - A Multi-lingual Approach to Text Prediction. - Johannes Matiasek; Marco Baroni; Harald Trost (ICCHP, 2002)

Unsupervised discovery of morphologically related words based on orthographic and semantic similarity. - Marco Baroni; Johannes Matiasek; Harald Trost (SIGMORPHON, 2002)

Using Cooccurrence Statistics and the Web to Discover Synonyms in a Technical Language. - Marco Baroni; Sabrina Bisi (LREC, 2004)

BootCaT: Bootstrapping Corpora and Terms from the Web. - Marco Baroni; Silvia Bernardini (LREC, 2004)

Introducing the La Repubblica Corpus: A Large, Annotated, TEI(XML)-compliant Corpus of Newspaper Italian. - Marco Baroni; Silvia Bernardini; Federica Comastri; Lorenzo Piccioni; Alessandra Volpi; Guy Aston; Marco Mazzoleni (LREC, 2004)

The Language Component of the Fasty Text Prediction System. - Harald Trost; Johannes Matiasek; Marco Baroni (Appl. Artif. Intell., 2005)

Large Linguistically-Processed Web Corpora for Multiple Languages. - Marco Baroni; Adam Kilgarriff (EACL, 2006)

A Figure of Merit for the Evaluation of Web-Corpus Randomness. - Massimiliano Ciaramita; Marco Baroni (EACL, 2006)

WebBootCaT. Instant Domain-Specific Corpora to Support Human Translators. - Marco Baroni; Adam Kilgarriff; Jan Pomikálek; Pavel Rychlý (EAMT, 2006)

A New Approach to the Study of Translationese: Machine-learning the Difference between Original and Translated Text. - Marco Baroni; Silvia Bernardini (Lit. Linguistic Comput., 2006)

zipfR: Word Frequency Modeling in R. - Stefan Evert; Marco Baroni (ACL, 2007)

Words and Echoes: Assessing and Mitigating the Non-Randomness Problem in Word Frequency Distribution Modeling. - Marco Baroni; Stefan Evert (ACL, 2007)

Cleaneval: a Competition for Cleaning Web Pages. - Marco Baroni; Francis Chantree; Adam Kilgarriff; Serge Sharoff (LREC, 2008)

Analyzing Interactive QA Dialogues Using Logistic Regression Models. - Manuel Kirschner; Raffaella Bernardi; Marco Baroni; Le Thanh Dinh (AI*IA, 2009)

EEG responds to conceptual stimuli and corpus semantics. - Brian Murphy; Marco Baroni; Massimo Poesio (EMNLP, 2009)

Measuring semantic relatedness with vector space models and random walks. - Amac Herdagdelen; Katrin Erk; Marco Baroni (Graph-based Methods for Natural Language Processing, 2009)

BagPack: A general framework to represent semantic relations - Amac Herdagdelen; Marco Baroni (CoRR, 2009)

The WaCky wide web: a collection of very large linguistically processed web-crawled corpora. - Marco Baroni; Silvia Bernardini; Adriano Ferraresi; Eros Zanchetta (Lang. Resour. Evaluation, 2009)

The Concept Game: Better Commonsense Knowledge Extraction by Combining Text Mining and a Game with a Purpose. - Amac Herdagdelen; Marco Baroni (AAAI Fall Symposium: Commonsense Knowledge, 2010)

Predicting Cognitively Salient Modifiers of the Constitutive Parts of Concepts. - Gerhard Kremer; Marco Baroni (CMCL@ACL, 2010)

Nouns are Vectors, Adjectives are Matrices: Representing Adjective-Noun Constructions in Semantic Space. - Marco Baroni; Roberto Zamparelli (EMNLP, 2010)

BabyExp: Constructing a Huge Multimodal Resource to Acquire Commonsense Knowledge Like Children Do. - Massimo Poesio; Marco Baroni; Oswald Lanz; Alessandro Lenci; Alexandros Potamianos; Hinrich Schütze; Sabine Schulte im Walde; Luca Surian (LREC, 2010)

Strudel: A Corpus-Based Semantic Model Based on Properties and Types. - Marco Baroni; Brian Murphy; Eduard Barbu; Massimo Poesio (Cogn. Sci., 2010)

Distributional Memory: A General Framework for Corpus-Based Semantics. - Marco Baroni; Alessandro Lenci (Comput. Linguistics, 2010)

How we BLESSed distributional semantic evaluation. - Marco Baroni; Alessandro Lenci (GEMS, 2011)

Distributional semantics from text and images. - Elia Bruni; Giang Binh Tran; Marco Baroni (GEMS, 2011)

A distributional similarity approach to the detection of semantic change in the Google Books Ngram corpus. - Kristina Gulordava; Marco Baroni (GEMS, 2011)

Stereotypical gender actions can be extracted from web text. - Amac Herdagdelen; Marco Baroni (J. Assoc. Inf. Sci. Technol., 2011)

Distributional Semantics in Technicolor. - Elia Bruni; Gemma Boleda; Marco Baroni; Nam-Khanh Tran (ACL (1), 2012)

Entailment above the word level in distributional semantics. - Marco Baroni; Raffaella Bernardi; Ngoc-Quynh Do; Chung-chieh Shan (EACL, 2012)

Compositionality in (high-dimensional) space. - Marco Baroni (KONVENS, 2012)

Distributional semantics with eyes: using image analysis to improve computational representations of word meaning. - Elia Bruni; Jasper R. R. Uijlings; Marco Baroni; Nicu Sebe (ACM Multimedia, 2012)

Bootstrapping a Game with a Purpose for Commonsense Collection. - Amac Herdagdelen; Marco Baroni (ACM Trans. Intell. Syst. Technol., 2012)

A relatedness benchmark to test the role of determiners in compositional distributional semantics. - Raffaella Bernardi; Georgiana Dinu; Marco Marelli; Marco Baroni (ACL (2), 2013)

Visual Features for Linguists: Basic image analysis techniques for multimodally-curious NLPers. - Elia Bruni; Marco Baroni (ACL (Tutorial Abstracts), 2013)

DISSECT - DIStributional SEmantics Composition Toolkit. - Georgiana Dinu; Nghia The Pham; Marco Baroni (ACL (Conference System Demonstrations), 2013)

General estimation and evaluation of compositional distributional semantic models. - Georgiana Dinu; Nghia The Pham; Marco Baroni (CVSM@ACL, 2013)

Compositional-ly Derived Representations of Morphologically Complex Words in Distributional Semantics. - Angeliki Lazaridou; Marco Marelli; Roberto Zamparelli; Marco Baroni (ACL (1), 2013)

Of Words, Eyes and Brains: Correlating Image-Based Distributional Semantic Models with Neural Representations of Concepts. - Andrew J. Anderson; Elia Bruni; Ulisse Bordignon; Massimo Poesio; Marco Baroni (EMNLP, 2013)

Fish Transporters and Miracle Homes: How Compositional Distributional Semantics can Help NP Parsing. - Angeliki Lazaridou; Eva Maria Vecchi; Marco Baroni (EMNLP, 2013)

Studying the Recursive Behaviour of Adjectival Modification with Compositional Distributional Semantics. - Eva Maria Vecchi; Roberto Zamparelli; Marco Baroni (EMNLP, 2013)

Intensionality was only alleged: On adjective-noun composition in distributional semantics. - Gemma Boleda; Marco Baroni; Nghia The Pham; Louise McNally (IWCS, 2013)

Multi-Step Regression Learning for Compositional Distributional Semantics. - Edward Grefenstette; Georgiana Dinu; Yao-Zhong Zhang; Mehrnoosh Sadrzadeh; Marco Baroni (IWCS, 2013)

SHALOM - Space-borne hyperspectral applicative land and ocean mission. - 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; et al. (WHISPERS, 2013)

Recent advancements in human language technology in Italy. - Bernardo Magnini; Marco Baroni; Marcello Federico; Roberto Navigli (Intelligenza Artificiale, 2013)

Composition in Distributional Semantics. - Marco Baroni (Lang. Linguistics Compass, 2013)

Processing of speech and non-speech sounds in the supratemporal plane: Auditory input preference does not predict sensitivity to statistical structure. - Pascale Tremblay; Marco Baroni; Uri Hasson (NeuroImage, 2013)

Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors. - Marco Baroni; Georgiana Dinu; Germán Kruszewski (ACL (1), 2014)

How to make words with vectors: Phrase generation in distributional semantics. - Georgiana Dinu; Marco Baroni (ACL (1), 2014)

Is this a wampimuk? Cross-modal mapping between distributional semantics and the visual world. - Angeliki Lazaridou; Elia Bruni; Marco Baroni (ACL (1), 2014)

A practical and linguistically-motivated approach to compositional distributional semantics. - Denis Paperno; Nghia The Pham; Marco Baroni (ACL (1), 2014)

Improving the Lexical Function Composition Model with Pathwise Optimized Elastic-Net Regression. - Jiming Li; Marco Baroni; Georgiana Dinu (EACL, 2014)

A SICK cure for the evaluation of compositional distributional semantic models. - Marco Marelli; Stefano Menini; Marco Baroni; Luisa Bentivogli; Raffaella Bernardi; Roberto Zamparelli (LREC, 2014)

SemEval-2014 Task 1: Evaluation of Compositional Distributional Semantic Models on Full Sentences through Semantic Relatedness and Textual Entailment. - Marco Marelli; Luisa Bentivogli; Marco Baroni; Raffaella Bernardi; Stefano Menini; Roberto Zamparelli (SemEval@COLING, 2014)

Dead parrots make bad pets: Exploring modifier effects in noun phrases. - Germán Kruszewski; Marco Baroni (*SEM@COLING, 2014)

Multimodal Distributional Semantics. - Elia Bruni; Nam-Khanh Tran; Marco Baroni (J. Artif. Intell. Res., 2014)

Predication Drives Verb Cortical Signatures. - Mireia Hernández; Scott L. Fairhall; Alessandro Lenci; Marco Baroni; Alfonso Caramazza (J. Cogn. Neurosci., 2014)

Do Distributed Semantic Models Dream of Electric Sheep? Visualizing Word Representations through Image Synthesis. - Angeliki Lazaridou; Dat Tien Nguyen; Marco Baroni (VL@EMNLP, 2015)

Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot Learning. - Angeliki Lazaridou; Georgiana Dinu; Marco Baroni (ACL (1), 2015)

Jointly optimizing word representations for lexical and sentential tasks with the C-PHRASE model. - Nghia The Pham; Germán Kruszewski; Angeliki Lazaridou; Marco Baroni (ACL (1), 2015)

A Multitask Objective to Inject Lexical Contrast into Distributional Semantics. - Nghia The Pham; Angeliki Lazaridou; Marco Baroni (ACL (2), 2015)

Distributional vectors encode referential attributes. - Abhijeet Gupta; Gemma Boleda; Marco Baroni; Sebastian Padó (EMNLP, 2015)

So similar and yet incompatible: Toward the automated identification of semantically compatible words. - Germán Kruszewski; Marco Baroni (HLT-NAACL, 2015)

Combining Language and Vision with a Multimodal Skip-gram Model. - Angeliki Lazaridou; Nghia The Pham; Marco Baroni (HLT-NAACL, 2015)

Leveraging Preposition Ambiguity to Assess Compositional Distributional Models of Semantics. - Samuel Ritter; Cotie Long; Denis Paperno; Marco Baroni; Matthew M. Botvinick; Adele E. Goldberg (*SEM@NAACL-HLT, 2015)

When the Whole Is Not Greater Than the Combination of Its Parts: A "Decompositional" Look at Compositional Distributional Semantics. - Fabio Massimo Zanzotto; Lorenzo Ferrone; Marco Baroni (Comput. Linguistics, 2015)

Improving zero-shot learning by mitigating the hubness problem. - Georgiana Dinu; Marco Baroni (ICLR (Workshop), 2015)

Unveiling the Dreams of Word Embeddings: Towards Language-Driven Image Generation. - Angeliki Lazaridou; Dat Tien Nguyen; Raffaella Bernardi; Marco Baroni (CoRR, 2015)

Reading visually embodied meaning from the brain: Visually grounded computational models decode visual-object mental imagery induced by written text. - Andrew J. Anderson; Elia Bruni; Alessandro Lopopolo; Massimo Poesio; Marco Baroni (NeuroImage, 2015)

Deriving Boolean Structures from Distributional Vectors. - Germán Kruszewski; Denis Paperno; Marco Baroni (Trans. Assoc. Comput. Linguistics, 2015)

From Visual Attributes to Adjectives through Decompositional Distributional Semantics. - Angeliki Lazaridou; Georgiana Dinu; Adam Liska; Marco Baroni (Trans. Assoc. Comput. Linguistics, 2015)

The red one!: On learning to refer to things based on discriminative properties. - Angeliki Lazaridou; Nghia The Pham; Marco Baroni (ACL (2), 2016)

The LAMBADA dataset: Word prediction requiring a broad discourse context. - Denis Paperno; Germán Kruszewski; Angeliki Lazaridou; Quan Ngoc Pham; Raffaella Bernardi; Sandro Pezzelle; Marco Baroni; Gemma Boleda; Raquel Fernández (ACL (1), 2016)

A Roadmap Towards Machine Intelligence. - Tomás Mikolov; Armand Joulin; Marco Baroni (CICLing (1), 2016)

Multimodal Semantic Learning from Child-Directed Input. - Angeliki Lazaridou; Grzegorz Chrupala; Raquel Fernández; Marco Baroni (HLT-NAACL, 2016)

There Is No Logical Negation Here, But There Are Alternatives: Modeling Conversational Negation with Distributional Semantics. - Germán Kruszewski; Denis Paperno; Raffaella Bernardi; Marco Baroni (Comput. Linguistics, 2016)

When the Whole Is Less Than the Sum of Its Parts: How Composition Affects PMI Values in Distributional Semantic Vectors. - Denis Paperno; Marco Baroni (Comput. Linguistics, 2016)

The red one!: On learning to refer to things based on their discriminative properties. - Angeliki Lazaridou; Nghia The Pham; Marco Baroni (CoRR, 2016)

Towards Multi-Agent Communication-Based Language Learning. - Angeliki Lazaridou; Nghia The Pham; Marco Baroni (CoRR, 2016)

Grounding Distributional Semantics in the Visual World. - Marco Baroni (Lang. Linguistics Compass, 2016)

SICK through the SemEval glasses. Lesson learned from the evaluation of compositional distributional semantic models on full sentences through semantic relatedness and textual entailment. - Luisa Bentivogli; Raffaella Bernardi; Marco Marelli; Stefano Menini; Marco Baroni; Roberto Zamparelli (Lang. Resour. Evaluation, 2016)

Neural sensitivity to syllable frequency and mutual information in speech perception and production. - Pascale Tremblay; Isabelle Deschamps; Marco Baroni; Uri Hasson (NeuroImage, 2016)

"Show Me the Cup": Reference with Continuous Representations. - Marco Baroni; Gemma Boleda; Sebastian Padó (CICLing (1), 2017)

High-risk learning: acquiring new word vectors from tiny data. - Aurélie Herbelot; Marco Baroni (EMNLP, 2017)

CommAI: Evaluating the first steps towards a useful general AI. - Marco Baroni; Armand Joulin; Allan Jabri; Germán Kruszewski; Angeliki Lazaridou; Klemen Simonic; Tomás Mikolov (ICLR (Workshop), 2017)

Multi-Agent Cooperation and the Emergence of (Natural) Language. - Angeliki Lazaridou; Alexander Peysakhovich; Marco Baroni (ICLR, 2017)

Living a discrete life in a continuous world: Reference in cross-modal entity tracking. - Gemma Boleda; Sebastian Padó; Nghia The Pham; Marco Baroni (IWCS(2), 2017)

A New AI Evaluation Cosmos: Ready to Play the Game? - José Hernández-Orallo; Marco Baroni; Jordi Bieger; Nader Chmait; David L. Dowe; Katja Hofmann; Fernando Martínez-Plumed; Claes Strannegård; Kristinn R. Thórisson (AI Mag., 2017)

Spicy Adjectives and Nominal Donkeys: Capturing Semantic Deviance Using Compositionality in Distributional Spaces. - Eva Maria Vecchi; Marco Marelli; Roberto Zamparelli; Marco Baroni (Cogn. Sci., 2017)

Living a discrete life in a continuous world: Reference with distributed representations. - Gemma Boleda; Sebastian Padó; Nghia The Pham; Marco Baroni (CoRR, 2017)

Still not systematic after all these years: On the compositional skills of sequence-to-sequence recurrent networks. - Brenden M. Lake; Marco Baroni (CoRR, 2017)

What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties. - Alexis Conneau; Germán Kruszewski; Guillaume Lample; Loïc Barrault; Marco Baroni (ACL (1), 2018)

Solar Decathlon ME18 competition as a "learning by doing" experience for students: The case of the team HAAB. - Fabio Fantozzi; Francesco Leccese; Giacomo Salvadori; Nicola Spinelli; Martina Moggio; Chiara Pedonese; Luca Formicola; Elena Mangiavacchi; Marco Baroni; Stefano Vegnuti; Valeria Baldanzi; Marina Fontani; et al. (EDUCON, 2018)

Jump to better conclusions: SCAN both left and right. - Jasmijn Bastings; Marco Baroni; Jason Weston; Kyunghyun Cho; Douwe Kiela (BlackboxNLP@EMNLP, 2018)

How agents see things: On visual representations in an emergent language game. - Diane Bouchacourt; Marco Baroni (EMNLP, 2018)

Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks. - João Loula; Marco Baroni; Brenden M. Lake (BlackboxNLP@EMNLP, 2018)

Causal Discovery Using Proxy Variables. - Mateo Rojas-Carulla; Marco Baroni; David Lopez-Paz (ICLR (Workshop), 2018)

Generalization without Systematicity: On the Compositional Skills of Sequence-to-Sequence Recurrent Networks. - Brenden M. Lake; Marco Baroni (ICML, 2018)

Colorless Green Recurrent Networks Dream Hierarchically. - Kristina Gulordava; Piotr Bojanowski; Edouard Grave; Tal Linzen; Marco Baroni (NAACL-HLT, 2018)

Memorize or generalize? Searching for a compositional RNN in a haystack. - Adam Liska; Germán Kruszewski; Marco Baroni (CoRR, 2018)

On the Distribution of Deep Clausal Embeddings: A Large Cross-linguistic Study. - Damián E. Blasi; Ryan Cotterell; Lawrence Wolf-Sonkin; Sabine Stoll; Balthasar Bickel; Marco Baroni (ACL (1), 2019)

Miss Tools and Mr Fruit: Emergent Communication in Agents Learning about Object Affordances. - Diane Bouchacourt; Marco Baroni (ACL (1), 2019)

Word-order Biases in Deep-agent Emergent Communication. - Rahma Chaabouni 001; Eugene Kharitonov; Alessandro Lazaric; Emmanuel Dupoux; Marco Baroni (ACL (1), 2019)

CNNs found to jump around more skillfully than RNNs: Compositional Generalization in Seq2seq Convolutional Networks. - Roberto Dessì; Marco Baroni (ACL (1), 2019)

Human few-shot learning of compositional instructions. - Brenden M. Lake; Tal Linzen; Marco Baroni (CogSci, 2019)

EGG: a toolkit for research on Emergence of lanGuage in Games. - Eugene Kharitonov; Rahma Chaabouni 001; Diane Bouchacourt; Marco Baroni (EMNLP/IJCNLP (3), 2019)

The emergence of number and syntax units in LSTM language models. - Yair Lakretz; Germán Kruszewski; Theo Desbordes; Dieuwke Hupkes; Stanislas Dehaene; Marco Baroni (NAACL-HLT (1), 2019)

Anti-efficient encoding in emergent communication. - Rahma Chaabouni 001; Eugene Kharitonov; Emmanuel Dupoux; Marco Baroni (NeurIPS, 2019)

Linguistic generalization and compositionality in modern artificial neural networks. - Marco Baroni (CoRR, 2019)

Information Minimization In Emergent Languages. - Eugene Kharitonov; Rahma Chaabouni 001; Diane Bouchacourt; Marco Baroni (CoRR, 2019)

Focus on What's Informative and Ignore What's not: Communication Strategies in a Referential Game. - Roberto Dessì; Diane Bouchacourt; Davide Crepaldi; Marco Baroni (CoRR, 2019)

Tabula nearly rasa: Probing the linguistic knowledge of character-level neural language models trained on unsegmented text. - Michael Hahn 001; Marco Baroni (Trans. Assoc. Comput. Linguistics, 2019)

Compositionality and Generalization In Emergent Languages. - Rahma Chaabouni 001; Eugene Kharitonov; Diane Bouchacourt; Emmanuel Dupoux; Marco Baroni (ACL, 2020)

Emergent Language Generalization and Acquisition Speed are not tied to Compositionality. - Eugene Kharitonov; Marco Baroni (BlackboxNLP@EMNLP, 2020)

Permutation Equivariant Models for Compositional Generalization in Language. - Jonathan Gordon 003; David Lopez-Paz; Marco Baroni; Diane Bouchacourt (ICLR, 2020)

Entropy Minimization In Emergent Languages. - Eugene Kharitonov; Rahma Chaabouni 001; Diane Bouchacourt; Marco Baroni (ICML, 2020)

A Benchmark for Systematic Generalization in Grounded Language Understanding. - Laura Ruis; Jacob Andreas; Marco Baroni; Diane Bouchacourt; Brenden M. Lake (NeurIPS, 2020)

Rat big, cat eaten! Ideas for a useful deep-agent protolanguage. - Marco Baroni (CoRR, 2020)

Syntactic Structure from Deep Learning. - Tal Linzen; Marco Baroni (CoRR, 2020)

Emergent Multi-Agent Communication in the Deep Learning Era. - Angeliki Lazaridou; Marco Baroni (CoRR, 2020)

Exploring Processing of Nested Dependencies in Neural-Network Language Models and Humans. - Yair Lakretz; Dieuwke Hupkes; Alessandra Vergallito; Marco Marelli; Marco Baroni; Stanislas Dehaene (CoRR, 2020)

Controlled tasks for model analysis: Retrieving discrete information from sequences. - Ionut-Teodor Sorodoc; Gemma Boleda; Marco Baroni (BlackboxNLP@EMNLP, 2021)

Interpretable agent communication from scratch (with a generic visual processor emerging on the side). - Roberto Dessì; Eugene Kharitonov; Marco Baroni (NeurIPS, 2021)

On the proper role of linguistically-oriented deep net analysis in linguistic theorizing. - Marco Baroni (CoRR, 2021)

How BPE Affects Memorization in Transformers. - Eugene Kharitonov; Marco Baroni; Dieuwke Hupkes (CoRR, 2021)

Communication breakdown: On the low mutual intelligibility between human and neural captioning. - Roberto Dessì; Eleonora Gualdoni; Francesca Franzon; Gemma Boleda; Marco Baroni (EMNLP, 2022)

Cross-Domain Image Captioning with Discriminative Finetuning. - Roberto Dessì; Michele Bevilacqua; Eleonora Gualdoni; Nathanaël Carraz Rakotonirina; Francesca Franzon; Marco Baroni (CVPR, 2023)

Bridging Information-Theoretic and Geometric Compression in Language Models. - Emily Cheng; Corentin Kervadec; Marco Baroni (EMNLP, 2023)

Unnatural language processing: How do language models handle machine-generated prompts? - Corentin Kervadec; Francesca Franzon; Marco Baroni (EMNLP (Findings), 2023)

Can discrete information extraction prompts generalize across language models? - Nathanaël Carraz Rakotonirina; Roberto Dessì; Fabio Petroni; Sebastian Riedel 001; Marco Baroni (ICLR, 2023)

Human-like systematic generalization through a meta-learning neural network. - Brenden M. Lake; Marco Baroni (Nat., 2023)

MemoryPrompt: A Light Wrapper to Improve Context Tracking in Pre-trained Language Models. - Nathanaël Carraz Rakotonirina; Marco Baroni (LREC/COLING, 2024)

Linearly Controlled Language Generation with Performative Guarantees. - Emily Cheng; Marco Baroni; Carmen Amo Alonso (CoRR, 2024)

Emergence of a High-Dimensional Abstraction Phase in Language Transformers. - Emily Cheng; Diego Doimo; Corentin Kervadec; Iuri Macocco; Jade Yu; Alessandro Laio; Marco Baroni (CoRR, 2024)

Evil twins are not that evil: Qualitative insights into machine-generated prompts. - Nathanaël Carraz Rakotonirina; Corentin Kervadec; Francesca Franzon; Marco Baroni (CoRR, 2024)

Prediction Hubs are Context-Informed Frequent Tokens in LLMs. - Beatrix Miranda Ginn Nielsen; Iuri Macocco; Marco Baroni (ACL (1), 2025)

Emergence of a High-Dimensional Abstraction Phase in Language Transformers. - Emily Cheng; Diego Doimo; Corentin Kervadec; Iuri Macocco; Lei Yu; Alessandro Laio; Marco Baroni (ICLR, 2025)

Referential communication in heterogeneous communities of pre-trained visual deep networks. - Matéo Mahaut; Roberto Dessì; Francesca Franzon; Marco Baroni (Trans. Mach. Learn. Res., 2025)

Outlier dimensions favor frequent tokens in language models. - Iuri Macocco; Nora Graichen; Gemma Boleda; Marco Baroni (CoRR, 2025)

An approach to identify the most semantically informative deep representations of text and images. - Santiago Acevedo; Andrea Mascaretti; Riccardo Rende; Matéo Mahaut; Marco Baroni; Alessandro Laio (CoRR, 2025)