Pierre Colombo

92 papers A* 13B 1Journal 59Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	EuroLLM-22B: Technical Report. CoRR Miguel Moura Ramos, Duarte M. Alves, Hippolyte Gisserot-Boukhlef, João Alves, Pedro Henrique Martins, Patrick Fernandes, José Pombal, Nuno Miguel Guerreiro, Ricardo Rei, Nicolas Boizard, M. Amin Farajian, Mateusz Klimaszewski, José G. C. de Souza, Barry Haddow, François Yvon, Pierre Colombo, Alexandra Birch, André F. T. Martins
2025	A*	`conf`	ColPali: Efficient Document Retrieval with Vision Language Models. ICLR Manuel Faysse, Hugues Sibille, Tony Wu, Bilel Omrani, Gautier Viaud, Céline Hudelot, Pierre Colombo
2025	A*	`conf`	Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings. EMNLP Max Conti, Manuel Faysse, Gautier Viaud, Antoine Bosselut, Céline Hudelot, Pierre Colombo
2025	J	`jnl`	Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings. CoRR Max Conti, Manuel Faysse, Gautier Viaud, Antoine Bosselut, Céline Hudelot, Pierre Colombo
2025	J	`jnl`	CroissantLLM: A Truly Bilingual French-English Language Model. Trans. Mach. Learn. Res. Manuel Faysse, Patrick Fernandes, Nuno Miguel Guerreiro, António Loison, Duarte M. Alves, Caio Corro, Nicolas Boizard, João Alves, Ricardo Rei, Pedro Henrique Martins, Antoni Bigata Casademunt, François Yvon, André F. T. Martins, Gautier Viaud, Céline Hudelot, Pierre Colombo
2025	J	`jnl`	Does It Tie Out? Towards Autonomous Legal Agents in Venture Capital. CoRR Pierre Colombo, Malik Boudiaf, Allyn Sweet, Michael Desa, Hongxi Wang, Kevin Candra, Syméon del Marmol
2025	J	`jnl`	EuroBERT: Scaling Multilingual Encoders for European Languages. CoRR Nicolas Boizard, Hippolyte Gisserot-Boukhlef, Duarte M. Alves, André F. T. Martins, Ayoub Hammal, Caio Corro, Céline Hudelot, Emmanuel Malherbe, Etienne Malaboeuf, Fanny Jourdan, Gabriel Hautreux, João Alves, Kevin El Haddad, Manuel Faysse, Maxime Peyrard, Nuno Miguel Guerreiro, Patrick Fernandes, Ricardo Rei, Pierre Colombo
2025	J	`jnl`	EuroLLM-9B: Technical Report. CoRR Pedro Henrique Martins, João Alves, Patrick Fernandes, Nuno Miguel Guerreiro, Ricardo Rei, M. Amin Farajian, Mateusz Klimaszewski, Duarte M. Alves, José Pombal, Nicolas Boizard, Manuel Faysse, Pierre Colombo, François Yvon, Barry Haddow, José G. C. de Souza, Alexandra Birch, André F. T. Martins
2025	J	`jnl`	ModernVBERT: Towards Smaller Visual Document Retrievers. CoRR Paul Teiletche, Quentin Macé, Max Conti, António Loison, Gautier Viaud, Pierre Colombo, Manuel Faysse
2025	J	`jnl`	Should We Still Pretrain Encoders with Masked Language Modeling? CoRR Hippolyte Gisserot-Boukhlef, Nicolas Boizard, Manuel Faysse, Duarte M. Alves, Emmanuel Malherbe, André F. T. Martins, Céline Hudelot, Pierre Colombo
2025	J	`jnl`	Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs. Trans. Mach. Learn. Res. Nicolas Boizard, Kevin El Haddad, Céline Hudelot, Pierre Colombo
2025	J	`jnl`	TowerVision: Understanding and Improving Multilinguality in Vision-Language Models. CoRR André Viveiros, Patrick Fernandes, Saul José Rodrigues dos Santos, Sonal Sannigrahi, Emmanouil Zaranis, Nuno Miguel Guerreiro, M. Amin Farajian, Pierre Colombo, Graham Neubig, André F. T. Martins
2025	J	`jnl`	When Does Reasoning Matter? A Controlled Study of Reasoning's Contribution to Model Performance. CoRR Nicolas Boizard, Hippolyte Gisserot-Boukhlef, Kevin El Haddad, Céline Hudelot, Pierre Colombo
2024	J	`jnl`	A Pseudo-Metric between Probability Distributions based on Depth-Trimmed Regions. Trans. Mach. Learn. Res. Guillaume Staerman, Pavlo Mozharovskyi, Pierre Colombo, Stéphan Clémençon, Florence d'Alché-Buc
2024	J	`jnl`	ColPali: Efficient Document Retrieval with Vision Language Models. CoRR Manuel Faysse, Hugues Sibille, Tony Wu, Bilel Omrani, Gautier Viaud, Céline Hudelot, Pierre Colombo
2024	J	`jnl`	CroissantLLM: A Truly Bilingual French-English Language Model. CoRR Manuel Faysse, Patrick Fernandes, Nuno Miguel Guerreiro, António Loison, Duarte M. Alves, Caio F. Corro, Nicolas Boizard, João Alves, Ricardo Rei, Pedro Henrique Martins, Antoni Bigata Casademunt, François Yvon, André F. T. Martins, Gautier Viaud, Céline Hudelot, Pierre Colombo
2024	A*	`conf`	Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation. EMNLP Anas Himmi, Guillaume Staerman, Marine Picot, Pierre Colombo, Nuno Miguel Guerreiro
2024	J	`jnl`	Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation. CoRR Anas Himmi, Guillaume Staerman, Marine Picot, Pierre Colombo, Nuno Miguel Guerreiro
2024	J	`jnl`	EuroLLM: Multilingual Language Models for Europe. CoRR Pedro Henrique Martins, Patrick Fernandes, João Alves, Nuno Miguel Guerreiro, Ricardo Rei, Duarte M. Alves, José Pombal, M. Amin Farajian, Manuel Faysse, Mateusz Klimaszewski, Pierre Colombo, Barry Haddow, José G. C. de Souza, Alexandra Birch, André F. T. Martins
2024	—	`conf`	Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis. WMT Hippolyte Gisserot-Boukhlef, Ricardo Rei, Emmanuel Malherbe, Céline Hudelot, Pierre Colombo, Nuno Miguel Guerreiro
2024	J	`jnl`	Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis. CoRR Hippolyte Gisserot-Boukhlef, Ricardo Rei, Emmanuel Malherbe, Céline Hudelot, Pierre Colombo, Nuno Miguel Guerreiro
2024	A*	`conf`	SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain. NeurIPS Pierre Colombo, Telmo Pessoa Pires, Malik Boudiaf, Rui Melo, Gabriel Hautreux, Etienne Malaboeuf, Johanne Charpentier, Dominic Culver, Michael Desa
2024	J	`jnl`	SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain. CoRR Pierre Colombo, Telmo Pires, Malik Boudiaf, Rui Melo, Dominic Culver, Sofia Morgado, Etienne Malaboeuf, Gabriel Hautreux, Johanne Charpentier, Michael Desa
2024	J	`jnl`	SaulLM-7B: A pioneering Large Language Model for Law. CoRR Pierre Colombo, Telmo Pessoa Pires, Malik Boudiaf, Dominic Culver, Rui Melo, Caio Corro, André F. T. Martins, Fabrizio Esposito, Vera Lúcia Raposo, Sofia Morgado, Michael Desa
2024	J	`jnl`	Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs. CoRR Nicolas Boizard, Kevin El Haddad, Céline Hudelot, Pierre Colombo
2024	—	`conf`	Towards More Robust NLP System Evaluation: Handling Missing Scores in Benchmarks. EMNLP (Findings) Anas Himmi, Ekhine Irurozki, Nathan Noiry, Stéphan Clémençon, Pierre Colombo
2024	J	`jnl`	Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism. CoRR Hippolyte Gisserot-Boukhlef, Manuel Faysse, Emmanuel Malherbe, Céline Hudelot, Pierre Colombo
2024	J	`jnl`	Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism. Trans. Mach. Learn. Res. Hippolyte Gisserot-Boukhlef, Manuel Faysse, Emmanuel Malherbe, Céline Hudelot, Pierre Colombo
2024	J	`jnl`	Tower: An Open Multilingual Large Language Model for Translation-Related Tasks. CoRR Duarte M. Alves, José Pombal, Nuno Miguel Guerreiro, Pedro Henrique Martins, João Alves, M. Amin Farajian, Ben Peters, Ricardo Rei, Patrick Fernandes, Sweta Agrawal, Pierre Colombo, José G. C. de Souza, André F. T. Martins
2024	A*	`conf`	Unsupervised Layer-Wise Score Aggregation for Textual OOD Detection. AAAI Maxime Darrin, Guillaume Staerman, Eduardo Dadalto Câmara Gomes, Jackie C. K. Cheung, Pablo Piantanida, Pierre Colombo
2024	J	`jnl`	xcomet : Transparent Machine Translation Evaluation through Fine-grained Error Detection. Trans. Assoc. Comput. Linguistics Nuno Miguel Guerreiro, Ricardo Rei, Daan van Stigt, Luísa Coheur, Pierre Colombo, André F. T. Martins
2023	J	`jnl`	A Functional Data Perspective and Baseline On Multi-Layer Out-of-Distribution Detection. CoRR Eduardo Dadalto Câmara Gomes, Pierre Colombo, Guillaume Staerman, Nathan Noiry, Pablo Piantanida
2023	J	`jnl`	A Halfspace-Mass Depth-Based Method for Adversarial Attack Detection. Trans. Mach. Learn. Res. Marine Picot, Federica Granese, Guillaume Staerman, Marco Romanelli, Francisco Messina, Pablo Piantanida, Pierre Colombo
2023	—	`conf`	A Novel Information Theoretic Objective to Disentangle Representations for Fair Classification. IJCNLP (Findings) Pierre Colombo, Nathan Noiry, Guillaume Staerman, Pablo Piantanida
2023	J	`jnl`	A Novel Information-Theoretic Objective to Disentangle Representations for Fair Classification. CoRR Pierre Colombo, Nathan Noiry, Guillaume Staerman, Pablo Piantanida
2023	J	`jnl`	Hallucinations in Large Multilingual Translation Models. CoRR Nuno Miguel Guerreiro, Duarte M. Alves, Jonas Waldendorf, Barry Haddow, Alexandra Birch, Pierre Colombo, André F. T. Martins
2023	J	`jnl`	Hallucinations in Large Multilingual Translation Models. Trans. Assoc. Comput. Linguistics Nuno Miguel Guerreiro, Duarte M. Alves, Jonas Waldendorf, Barry Haddow, Alexandra Birch, Pierre Colombo, André F. T. Martins
2023	—	`conf`	Optimal Transport for Unsupervised Hallucination Detection in Neural Machine Translation. ACL (1) Nuno Miguel Guerreiro, Pierre Colombo, Pablo Piantanida, André F. T. Martins
2023	A*	`conf`	RainProof: An Umbrella to Shield Text Generator from Out-Of-Distribution Data. EMNLP Maxime Darrin, Pablo Piantanida, Pierre Colombo
2023	A*	`conf`	Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications. EMNLP Manuel Faysse, Gautier Viaud, Céline Hudelot, Pierre Colombo
2023	J	`jnl`	Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications. CoRR Manuel Faysse, Gautier Viaud, Céline Hudelot, Pierre Colombo
2023	—	`conf`	Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning. EMNLP (Findings) Duarte M. Alves, Nuno Miguel Guerreiro, João Alves, José Pombal, Ricardo Rei, José Guilherme Camargo de Souza, Pierre Colombo, André F. T. Martins
2023	J	`jnl`	Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning. CoRR Duarte M. Alves, Nuno Miguel Guerreiro, João Alves, José Pombal, Ricardo Rei, José G. C. de Souza, Pierre Colombo, André F. T. Martins
2023	J	`jnl`	The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset. CoRR Hugo Laurençon, Lucile Saulnier, Thomas Wang, Christopher Akiki, Albert Villanova del Moral, Teven Le Scao, Leandro von Werra, Chenghao Mou, Eduardo González Ponferrada, Huu Nguyen, Jörg Frohberg, Mario Sasko, Quentin Lhoest, Angelina McMillan-Major, Gérard Dupont, Stella Biderman, Anna Rogers, Loubna Ben Allal, Francesco De Toni, Giada Pistilli, Olivier Nguyen, Somaieh Nikpoor, Maraim Masoud, Pierre Colombo, Javier de la Rosa, Paulo Villegas, Tristan Thrush, Shayne Longpre, Sebastian Nagel, Leon Weber, Manuel Muñoz, Jian Zhu, Daniel van Strien, Zaid Alyafeai, Khalid Almubarak, Minh Chien Vu, Itziar Gonzalez-Dios, Aitor Soroa, Kyle Lo, Manan Dey, Pedro Ortiz Suarez, Aaron Gokaslan, Shamik Bose, David Ifeoluwa Adelani, Long Phan, Hieu Tran, Ian Yu, Suhas Pai, Jenny Chim, Violette Lepercq, Suzana Ilic, Margaret Mitchell, Sasha Luccioni, Yacine Jernite
2023	—	`conf`	The Glass Ceiling of Automatic Evaluation in Natural Language Generation. IJCNLP (Findings) Pierre Colombo, Maxime Peyrard, Nathan Noiry, Robert West, Pablo Piantanida
2023	—	`conf`	Toward Stronger Textual Attack Detectors. EMNLP (Findings) Pierre Colombo, Marine Picot, Nathan Noiry, Guillaume Staerman, Pablo Piantanida
2023	J	`jnl`	Toward Stronger Textual Attack Detectors. CoRR Pierre Colombo, Marine Picot, Nathan Noiry, Guillaume Staerman, Pablo Piantanida
2023	J	`jnl`	Towards More Robust NLP System Evaluation: Handling Missing Scores in Benchmarks. CoRR Anas Himmi, Ekhine Irurozki, Nathan Noiry, Stéphan Clémençon, Pierre Colombo
2023	A*	`conf`	Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models. EMNLP Pierre Colombo, Victor Pellegrain, Malik Boudiaf, Myriam Tami, Victor Storchan, Ismail Ben Ayed, Pablo Piantanida
2023	J	`jnl`	Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models. CoRR Pierre Colombo, Victor Pellegrain, Malik Boudiaf, Victor Storchan, Myriam Tami, Ismail Ben Ayed, Céline Hudelot, Pablo Piantanida
2023	J	`jnl`	Unsupervised Layer-wise Score Aggregation for Textual OOD Detection. CoRR Maxime Darrin, Guillaume Staerman, Eduardo Dadalto Câmara Gomes, Jackie C. K. Cheung, Pablo Piantanida, Pierre Colombo
2023	J	`jnl`	xCOMET: Transparent Machine Translation Evaluation through Fine-grained Error Detection. CoRR Nuno Miguel Guerreiro, Ricardo Rei, Daan van Stigt, Luísa Coheur, Pierre Colombo, André F. T. Martins
2022	A*	`conf`	Beyond Mahalanobis Distance for Textual OOD Detection. NeurIPS Pierre Colombo, Eduardo Dadalto Câmara Gomes, Guillaume Staerman, Nathan Noiry, Pablo Piantanida
2022	J	`jnl`	Beyond Mahalanobis-Based Scores for Textual OOD Detection. CoRR Pierre Colombo, Eduardo Dadalto Câmara Gomes, Guillaume Staerman, Nathan Noiry, Pablo Piantanida
2022	J	`jnl`	KNIFE: Kernelized-Neural Differential Entropy Estimation. CoRR Georg Pichler, Pierre Colombo, Malik Boudiaf, Günther Koliander, Pablo Piantanida
2022	—	`conf`	Learning Disentangled Textual Representations via Statistical Measures of Similarity. ACL (1) Pierre Colombo, Guillaume Staerman, Nathan Noiry, Pablo Piantanida
2022	J	`jnl`	Learning Disentangled Textual Representations via Statistical Measures of Similarity. CoRR Pierre Colombo, Guillaume Staerman, Nathan Noiry, Pablo Piantanida
2022	B	`conf`	Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation. COLING Cyril Chhun, Pierre Colombo, Fabian M. Suchanek, Chloé Clavel
2022	J	`jnl`	Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation. CoRR Cyril Chhun, Pierre Colombo, Chloé Clavel, Fabian M. Suchanek
2022	J	`jnl`	Optimal Transport for Unsupervised Hallucination Detection in Neural Machine Translation. CoRR Nuno Miguel Guerreiro, Pierre Colombo, Pablo Piantanida, André F. T. Martins
2022	J	`jnl`	Rainproof: An Umbrella To Shield Text Generators From Out-Of-Distribution Data. CoRR Maxime Darrin, Pablo Piantanida, Pierre Colombo
2022	A*	`conf`	The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset. NeurIPS Hugo Laurençon, Lucile Saulnier, Thomas Wang, Christopher Akiki, Albert Villanova del Moral, Teven Le Scao, Leandro von Werra, Chenghao Mou, Eduardo González Ponferrada, Huu Nguyen, Jörg Frohberg, Mario Sasko, Quentin Lhoest, Angelina McMillan-Major, Gérard Dupont, Stella Biderman, Anna Rogers, Loubna Ben Allal, Francesco De Toni, Giada Pistilli, Olivier Nguyen, Somaieh Nikpoor, Maraim Masoud, Pierre Colombo, Javier de la Rosa, Paulo Villegas, Tristan Thrush, Shayne Longpre, Sebastian Nagel, Leon Weber, Manuel Muñoz, Jian Zhu, Daniel van Strien, Zaid Alyafeai, Khalid Almubarak, Minh Chien Vu, Itziar Gonzalez-Dios, Aitor Soroa, Kyle Lo, Manan Dey, Pedro Ortiz Suarez, Aaron Gokaslan, Shamik Bose, David Ifeoluwa Adelani, Long Phan, Hieu Tran, Ian Yu, Suhas Pai, Jenny Chim, Violette Lepercq, Suzana Ilic, Margaret Mitchell, Alexandra Sasha Luccioni, Yacine Jernite
2022	J	`jnl`	The Glass Ceiling of Automatic Evaluation in Natural Language Generation. CoRR Pierre Colombo, Maxime Peyrard, Nathan Noiry, Robert West, Pablo Piantanida
2022	A*	`conf`	What are the best Systems? New Perspectives on NLP Benchmarking. NeurIPS Pierre Colombo, Nathan Noiry, Ekhine Irurozki, Stéphan Clémençon
2022	J	`jnl`	What are the best systems? New perspectives on NLP Benchmarking. CoRR Pierre Colombo, Nathan Noiry, Ekhine Irurozki, Stéphan Clémençon
2021	—	`conf`	A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations. ACL/IJCNLP (1) Pierre Colombo, Pablo Piantanida, Chloé Clavel
2021	J	`jnl`	A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations. CoRR Pierre Colombo, Chloé Clavel, Pablo Piantanida
2021	—	`—`	Apprendre à représenter et à générer du texte en utilisant des mesures d'information. (Learning to represent and generate text using information measures). Pierre Colombo
2021	—	`conf`	Automatic Text Evaluation through the Lens of Wasserstein Barycenters. EMNLP (1) Pierre Colombo, Guillaume Staerman, Chloé Clavel, Pablo Piantanida
2021	J	`jnl`	Automatic Text Evaluation through the Lens of Wasserstein Barycenters. CoRR Pierre Colombo, Guillaume Staerman, Chloé Clavel, Pablo Piantanida
2021	—	`conf`	Beam Search with Bidirectional Strategies for Neural Response Generation. ICNLSP Pierre Colombo, Chloé Clavel, Chouchang (Jack) Yang, Giovanna Varni
2021	J	`jnl`	Beam Search with Bidirectional Strategies for Neural Response Generation. CoRR Pierre Colombo, Chouchang Yang, Giovanna Varni, Chloé Clavel
2021	J	`jnl`	Code-switched inspired losses for generic spoken dialog representations. CoRR Emile Chapuis, Pierre Colombo, Matthieu Labeau, Chloé Clavel
2021	—	`conf`	Code-switched inspired losses for spoken dialog representations. EMNLP (1) Pierre Colombo, Emile Chapuis, Matthieu Labeau, Chloé Clavel
2021	—	`conf`	Improving Multimodal fusion via Mutual Dependency Maximisation. EMNLP (1) Pierre Colombo, Emile Chapuis, Matthieu Labeau, Chloé Clavel
2021	J	`jnl`	Improving Multimodal fusion via Mutual Dependency Maximisation. CoRR Pierre Colombo, Emile Chapuis, Matthieu Labeau, Chloé Clavel
2021	J	`jnl`	InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation. CoRR Pierre Colombo, Chloé Clavel, Pablo Piantanida
2021	J	`jnl`	NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation. CoRR Kaustubh D. Dhole, Varun Gangal, Sebastian Gehrmann, Aadesh Gupta, Zhenhao Li, Saad Mahamood, Abinaya Mahendiran, Simon Mille, Ashish Srivastava, Samson Tan, Tongshuang Wu, Jascha Sohl-Dickstein, Jinho D. Choi, Eduard H. Hovy, Ondrej Dusek, Sebastian Ruder, Sajant Anand, Nagender Aneja, Rabin Banjade, Lisa Barthe, Hanna Behnke, Ian Berlot-Attwell, Connor Boyle, Caroline Brun, Marco Antonio Sobrevilla Cabezudo, Samuel Cahyawijaya, Emile Chapuis, Wanxiang Che, Mukund Choudhary, Christian Clauss, Pierre Colombo, Filip Cornell, Gautier Dagan, Mayukh Das, Tanay Dixit, Thomas Dopierre, Paul-Alexis Dray, Suchitra Dubey, Tatiana Ekeinhor, Marco Di Giovanni, Tanya Goyal, Rishabh Gupta, Louanes Hamla, Sang Han, Fabrice Harel-Canada, Antoine Honore, Ishan Jindal, Przemyslaw K. Joniak, Denis Kleyko, Venelin Kovatchev, Kalpesh Krishna, Ashutosh Kumar, Stefan Langer, Seungjae Ryan Lee, Corey James Levinson, Hualou Liang, Kaizhao Liang, Zhexiong Liu, Andrey Lukyanenko, Vukosi Marivate, Gerard de Melo, Simon Meoni, Maxime Meyer, Afnan Mir, Nafise Sadat Moosavi, Niklas Muennighoff, Timothy Sum Hon Mun, Kenton Murray, Marcin Namysl, Maria Obedkova, Priti Oli, Nivranshu Pasricha, Jan Pfister, Richard Plant, Vinay Prabhu, Vasile Pais, Libo Qin, Shahab Raji, Pawan Kumar Rajpoot, Vikas Raunak, Roy Rinberg, Nicholas Roberts, Juan Diego Rodriguez, Claude Roux, Paulo Henrique Santos Vasconcellos, Ananya B. Sai, Robin M. Schmidt, Thomas Scialom, Tshephisho Sefara, Saqib Shamsi, Xudong Shen, Yiwen Shi, Haoyue Shi, Anna Shvets, Nick Siegel, Damien Sileo, Jamie Simon, Chandan Singh, Roman Sitelew, Priyank Soni, Taylor Sorensen, William Soto Martinez, Aman Srivastava, KV Aditya Srivatsa, Tony Sun, Mukund Varma T., A. Tabassum, Fiona Anting Tan, Ryan Teehan, Mo Tiwari, Marie Tolkiehn, Athena Wang, Zijian Wang, Zijie J. Wang, Gloria Wang, Fuxuan Wei, Bryan Wilie, Genta Indra Winata, Xinyi Wu, Witold Wydmanski, Tianbao Xie, Usama Yaseen, Michael A. Yee, Jing Zhang, Yue Zhang
2020	J	`jnl`	Guider l'attention dans les modeles de sequence a sequence pour la prediction des actes de dialogue. CoRR Pierre Colombo, Emile Chapuis, Matteo Manica, Emmanuel Vignon, Giovanna Varni, Chloé Clavel
2020	A*	`conf`	Guiding Attention in Sequence-to-Sequence Models for Dialogue Act Prediction. AAAI Pierre Colombo, Emile Chapuis, Matteo Manica, Emmanuel Vignon, Giovanna Varni, Chloé Clavel
2020	J	`jnl`	Guiding attention in Sequence-to-sequence models for Dialogue Act prediction. CoRR Pierre Colombo, Emile Chapuis, Matteo Manica, Emmanuel Vignon, Giovanna Varni, Chloé Clavel
2020	A*	`conf`	Heavy-tailed Representations, Text Polarity Classification & Data Augmentation. NeurIPS Hamid Jalalzai, Pierre Colombo, Chloé Clavel, Éric Gaussier, Giovanna Varni, Emmanuel Vignon, Anne Sabourin
2020	J	`jnl`	Heavy-tailed Representations, Text Polarity Classification & Data Augmentation. CoRR Hamid Jalalzai, Pierre Colombo, Chloé Clavel, Éric Gaussier, Giovanna Varni, Emmanuel Vignon, Anne Sabourin
2020	—	`conf`	Hierarchical Pre-training for Sequence Labelling in Spoken Dialog. EMNLP (Findings) Emile Chapuis, Pierre Colombo, Matteo Manica, Matthieu Labeau, Chloé Clavel
2020	J	`jnl`	Hierarchical Pre-training for Sequence Labelling in Spoken Dialog. CoRR Emile Chapuis, Pierre Colombo, Matteo Manica, Matthieu Labeau, Chloé Clavel
2020	—	`conf`	The importance of fillers for text representations of speech transcripts. EMNLP (1) Tanvi Dinkar, Pierre Colombo, Matthieu Labeau, Chloé Clavel
2020	J	`jnl`	The importance of fillers for text representations of speech transcripts. CoRR Tanvi Dinkar, Pierre Colombo, Matthieu Labeau, Chloé Clavel
2019	—	`conf`	Affect-Driven Dialog Generation. NAACL-HLT (1) Pierre Colombo, Wojciech Witon, Ashutosh Modi, James Kennedy, Mubbasir Kapadia
2019	J	`jnl`	Affect-Driven Dialog Generation. CoRR Pierre Colombo, Wojciech Witon, Ashutosh Modi, James Kennedy, Mubbasir Kapadia
2019	—	`conf`	From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining. EMNLP/IJCNLP (1) Alexandre Garcia, Pierre Colombo, Florence d'Alché-Buc, Slim Essid, Chloé Clavel
2019	J	`jnl`	From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining. CoRR Alexandre Garcia, Pierre Colombo, Slim Essid, Florence d'Alché-Buc, Chloé Clavel
2018	—	`conf`	Disney at IEST 2018: Predicting Emotions using an Ensemble. WASSA@EMNLP Wojciech Witon, Pierre Colombo, Ashutosh Modi, Mubbasir Kapadia