Thomas Scialom

65 papers A* 10A 1B 3Journal 35Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments. CoRR Romain Froger, Pierre Andrews, Matteo Bettini, Amar Budhiraja, Ricardo Silveira Cabral, Virginie Do, Emilien Garreau, Jean-Baptiste Gaya, Hugo Laurençon, Maxime Lecanu, Kunal Malkan, Dheeraj Mekala, Pierre Ménard, Gerard Moreno-Torres Bertran, Ulyana Piterbarg, Mikhail Plekhanov, Mathieu Rita, Andrey Rusakov, Vladislav Vorotilov, Mengjue Wang, Ian Yu, Amine Benhalloum, Grégoire Mialon, Thomas Scialom
2025	J	`jnl`	ARE: Scaling Up Agent Environments and Evaluations. CoRR Pierre Andrews, Amine Benhalloum, Gerard Moreno-Torres Bertran, Matteo Bettini, Amar Budhiraja, Ricardo Silveira Cabral, Virginie Do, Romain Froger, Emilien Garreau, Jean-Baptiste Gaya, Hugo Laurençon, Maxime Lecanu, Kunal Malkan, Dheeraj Mekala, Pierre Ménard, Grégoire Mialon, Ulyana Piterbarg, Mikhail Plekhanov, Mathieu Rita, Andrey Rusakov, Thomas Scialom, Vladislav Vorotilov, Mengjue Wang, Ian Yu
2024	A*	`conf`	GAIA: a benchmark for General AI Assistants. ICLR Grégoire Mialon, Clémentine Fourrier, Thomas Wolf, Yann LeCun, Thomas Scialom
2024	A*	`conf`	Nougat: Neural Optical Understanding for Academic Documents. ICLR Lukas Blecher, Guillem Cucurull, Thomas Scialom, Robert Stojnic
2023	J	`jnl`	Augmented Language Models: a Survey. CoRR Grégoire Mialon, Roberto Dessì, Maria Lomeli, Christoforos Nalmpantis, Ramakanth Pasunuru, Roberta Raileanu, Baptiste Rozière, Timo Schick, Jane Dwivedi-Yu, Asli Celikyilmaz, Edouard Grave, Yann LeCun, Thomas Scialom
2023	J	`jnl`	Augmented Language Models: a Survey. Trans. Mach. Learn. Res. Grégoire Mialon, Roberto Dessì, Maria Lomeli, Christoforos Nalmpantis, Ramakanth Pasunuru, Roberta Raileanu, Baptiste Rozière, Timo Schick, Jane Dwivedi-Yu, Asli Celikyilmaz, Edouard Grave, Yann LeCun, Thomas Scialom
2023	J	`jnl`	Code Llama: Open Foundation Models for Code. CoRR Baptiste Rozière, Jonas Gehring, Fabian Gloeckle, Sten Sootla, Itai Gat, Xiaoqing Ellen Tan, Yossi Adi, Jingyu Liu, Tal Remez, Jérémy Rapin, Artyom Kozhevnikov, Ivan Evtimov, Joanna Bitton, Manish Bhatt, Cristian Canton-Ferrer, Aaron Grattafiori, Wenhan Xiong, Alexandre Défossez, Jade Copet, Faisal Azhar, Hugo Touvron, Louis Martin, Nicolas Usunier, Thomas Scialom, Gabriel Synnaeve
2023	J	`jnl`	GAIA: a benchmark for General AI Assistants. CoRR Grégoire Mialon, Clémentine Fourrier, Craig Swift, Thomas Wolf, Yann LeCun, Thomas Scialom
2023	J	`jnl`	Llama 2: Open Foundation and Fine-Tuned Chat Models. CoRR Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Prajjwal Bhargava, Shruti Bhosale, Dan Bikel, Lukas Blecher, Cristian Canton-Ferrer, Moya Chen, Guillem Cucurull, David Esiobu, Jude Fernandes, Jeremy Fu, Wenyin Fu, Brian Fuller, Cynthia Gao, Vedanuj Goswami, Naman Goyal, Anthony Hartshorn, Saghar Hosseini, Rui Hou, Hakan Inan, Marcin Kardas, Viktor Kerkez, Madian Khabsa, Isabel Kloumann, Artem Korenev, Punit Singh Koura, Marie-Anne Lachaux, Thibaut Lavril, Jenya Lee, Diana Liskovich, Yinghai Lu, Yuning Mao, Xavier Martinet, Todor Mihaylov, Pushkar Mishra, Igor Molybog, Yixin Nie, Andrew Poulton, Jeremy Reizenstein, Rashi Rungta, Kalyan Saladi, Alan Schelten, Ruan Silva, Eric Michael Smith, Ranjan Subramanian, Xiaoqing Ellen Tan, Binh Tang, Ross Taylor, Adina Williams, Jian Xiang Kuan, Puxin Xu, Zheng Yan, Iliyan Zarov, Yuchen Zhang, Angela Fan, Melanie Kambadur, Sharan Narang, Aurélien Rodriguez, Robert Stojnic, Sergey Edunov, Thomas Scialom
2023	A	`conf`	LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization. EACL Laura Nguyen, Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano
2023	J	`jnl`	LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization. CoRR Laura Nguyen, Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano
2023	J	`jnl`	Nougat: Neural Optical Understanding for Academic Documents. CoRR Lukas Blecher, Guillem Cucurull, Thomas Scialom, Robert Stojnic
2023	—	`conf`	RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question. ACL (Findings) Alireza Mohammadshahi, Thomas Scialom, Majid Yazdani, Pouya Yanki, Angela Fan, James Henderson, Marzieh Saeidi
2023	A*	`conf`	Toolformer: Language Models Can Teach Themselves to Use Tools. NeurIPS Timo Schick, Jane Dwivedi-Yu, Roberto Dessì, Roberta Raileanu, Maria Lomeli, Eric Hambro, Luke Zettlemoyer, Nicola Cancedda, Thomas Scialom
2023	J	`jnl`	Toolformer: Language Models Can Teach Themselves to Use Tools. CoRR Timo Schick, Jane Dwivedi-Yu, Roberto Dessì, Roberta Raileanu, Maria Lomeli, Luke Zettlemoyer, Nicola Cancedda, Thomas Scialom
2023	—	`conf`	Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor. ACL (1) Or Honovich, Thomas Scialom, Omer Levy, Timo Schick
2023	J	`jnl`	WorldSense: A Synthetic Benchmark for Grounded Reasoning in Large Language Models. CoRR Youssef Benchekroun, Megi Dervishi, Mark Ibrahim, Jean-Baptiste Gaya, Xavier Martinet, Grégoire Mialon, Thomas Scialom, Emmanuel Dupoux, Dieuwke Hupkes, Pascal Vincent
2022	A*	`conf`	A Multifaceted Framework to Evaluate Evasion, Content Preservation, and Misattribution in Authorship Obfuscation Techniques. EMNLP Malik H. Altakrori, Thomas Scialom, Benjamin C. M. Fung, Jackie Chi Kit Cheung
2022	—	`conf`	Choisir le bon co-équipier pour la génération coopérative de texte (Choosing The Right Teammate For Cooperative Text Generation). TALN-RECITAL Antoine Chaffin, Vincent Claveau, Ewa Kijak, Sylvain Lamprier, Benjamin Piwowarski, Thomas Scialom, Jacopo Staiano
2022	J	`jnl`	Continual-T0: Progressively Instructing 50+ Tasks to Language Models Without Forgetting. CoRR Thomas Scialom, Tuhin Chakrabarty, Smaranda Muresan
2022	A*	`conf`	Fine-tuned Language Models are Continual Learners. EMNLP Thomas Scialom, Tuhin Chakrabarty, Smaranda Muresan
2022	J	`jnl`	Galactica: A Large Language Model for Science. CoRR Ross Taylor, Marcin Kardas, Guillem Cucurull, Thomas Scialom, Anthony Hartshorn, Elvis Saravia, Andrew Poulton, Viktor Kerkez, Robert Stojnic
2022	A*	`conf`	Generative Cooperative Networks for Natural Language Generation. ICML Sylvain Lamprier, Thomas Scialom, Antoine Chaffin, Vincent Claveau, Ewa Kijak, Jacopo Staiano, Benjamin Piwowarski
2022	J	`jnl`	Generative Cooperative Networks for Natural Language Generation. CoRR Sylvain Lamprier, Thomas Scialom, Antoine Chaffin, Vincent Claveau, Ewa Kijak, Jacopo Staiano, Benjamin Piwowarski
2022	—	`—`	Natural Language Generation with Reinforcement Learning. (Génération de Langage Naturel par Apprentissage par Renforcement). Thomas Scialom
2022	J	`jnl`	RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question. CoRR Alireza Mohammadshahi, Thomas Scialom, Majid Yazdani, Pouya Yanki, Angela Fan, James Henderson, Marzieh Saeidi
2022	—	`conf`	TRUE: Re-evaluating Factual Consistency Evaluation. DialDoc@ACL Or Honovich, Roee Aharoni, Jonathan Herzig, Hagai Taitelbaum, Doron Kukliansky, Vered Cohen, Thomas Scialom, Idan Szpektor, Avinatan Hassidim, Yossi Matias
2022	—	`conf`	TRUE: Re-evaluating Factual Consistency Evaluation. NAACL-HLT Or Honovich, Roee Aharoni, Jonathan Herzig, Hagai Taitelbaum, Doron Kukliansky, Vered Cohen, Thomas Scialom, Idan Szpektor, Avinatan Hassidim, Yossi Matias
2022	J	`jnl`	TRUE: Re-evaluating Factual Consistency Evaluation. CoRR Or Honovich, Roee Aharoni, Jonathan Herzig, Hagai Taitelbaum, Doron Kukliansky, Vered Cohen, Thomas Scialom, Idan Szpektor, Avinatan Hassidim, Yossi Matias
2022	J	`jnl`	Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor. CoRR Or Honovich, Thomas Scialom, Omer Levy, Timo Schick
2022	A*	`conf`	Which Discriminator for Cooperative Text Generation? SIGIR Antoine Chaffin, Thomas Scialom, Sylvain Lamprier, Jacopo Staiano, Benjamin Piwowarski, Ewa Kijak, Vincent Claveau
2022	J	`jnl`	Which Discriminator for Cooperative Text Generation? CoRR Antoine Chaffin, Thomas Scialom, Sylvain Lamprier, Jacopo Staiano, Benjamin Piwowarski, Ewa Kijak, Vincent Claveau
2021	J	`jnl`	BEAMetrics: A Benchmark for Language Generation Evaluation Evaluation. CoRR Thomas Scialom, Felix Hill
2021	J	`jnl`	Data-QuestEval: A Referenceless Metric for Data to Text Semantic Evaluation. CoRR Clément Rebuffel, Thomas Scialom, Laure Soulier, Benjamin Piwowarski, Sylvain Lamprier, Jacopo Staiano, Geoffrey Scoutheeten, Patrick Gallinari
2021	—	`conf`	Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation. EMNLP (1) Clément Rebuffel, Thomas Scialom, Laure Soulier, Benjamin Piwowarski, Sylvain Lamprier, Jacopo Staiano, Geoffrey Scoutheeten, Patrick Gallinari
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
2021	—	`conf`	QACE: Asking Questions to Evaluate an Image Caption. EMNLP (Findings) Hwanhee Lee, Thomas Scialom, Seunghyun Yoon, Franck Dernoncourt, Kyomin Jung
2021	J	`jnl`	QACE: Asking Questions to Evaluate an Image Caption. CoRR Hwanhee Lee, Thomas Scialom, Seunghyun Yoon, Franck Dernoncourt, Kyomin Jung
2021	—	`conf`	QuestEval: Summarization Asks for Fact-based Evaluation. EMNLP (1) Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano, Alex Wang, Patrick Gallinari
2021	J	`jnl`	Rethinking Automatic Evaluation in Sentence Simplification. CoRR Thomas Scialom, Louis Martin, Jacopo Staiano, Éric Villemonte de la Clergerie, Benoît Sagot
2021	J	`jnl`	SAFEval: Summarization Asks for Fact-based Evaluation. CoRR Thomas Scialom, Paul-Alexis Dray, Patrick Gallinari, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano, Alex Wang
2021	—	`conf`	Skim-Attention: Learning to Focus via Document Layout. EMNLP (Findings) Laura Nguyen, Thomas Scialom, Jacopo Staiano, Benjamin Piwowarski
2021	J	`jnl`	Skim-Attention: Learning to Focus via Document Layout. CoRR Laura Nguyen, Thomas Scialom, Jacopo Staiano, Benjamin Piwowarski
2021	—	`conf`	Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering. EMNLP (1) Arij Riabi, Thomas Scialom, Rachel Keraron, Benoît Sagot, Djamé Seddah, Jacopo Staiano
2021	A*	`conf`	To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs. NeurIPS Thomas Scialom, Paul-Alexis Dray, Jacopo Staiano, Sylvain Lamprier, Benjamin Piwowarski
2021	J	`jnl`	To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs. CoRR Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
2020	B	`conf`	Ask to Learn: A Study on Curiosity-driven Question Generation. COLING Thomas Scialom, Jacopo Staiano
2020	J	`jnl`	BERT Can See Out of the Box: On the Cross-modal Transferability of Text Representations. CoRR Thomas Scialom, Patrick Bordes, Paul-Alexis Dray, Jacopo Staiano, Patrick Gallinari
2020	A*	`conf`	ColdGANs: Taming Language GANs with Cautious Sampling Strategies. NeurIPS Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
2020	J	`jnl`	ColdGANs: Taming Language GANs with Cautious Sampling Strategies. CoRR Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
2020	A*	`conf`	Discriminative Adversarial Search for Abstractive Summarization. ICML Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
2020	J	`jnl`	Discriminative Adversarial Search for Abstractive Summarization. CoRR Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
2020	—	`conf`	MLSUM: The Multilingual Summarization Corpus. EMNLP (1) Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
2020	J	`jnl`	MLSUM: The Multilingual Summarization Corpus. CoRR Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
2020	B	`conf`	Project PIAF: Building a Native French Question-Answering Dataset. LREC Rachel Keraron, Guillaume Lancrenon, Mathilde Bras, Frédéric Allary, Gilles Moyse, Thomas Scialom, Edmundo-Pavel Soriano-Morales, Jacopo Staiano
2020	J	`jnl`	Project PIAF: Building a Native French Question-Answering Dataset. CoRR Rachel Keraron, Guillaume Lancrenon, Mathilde Bras, Frédéric Allary, Gilles Moyse, Thomas Scialom, Edmundo-Pavel Soriano-Morales, Jacopo Staiano
2020	J	`jnl`	Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering. CoRR Arij Riabi, Thomas Scialom, Rachel Keraron, Benoît Sagot, Djamé Seddah, Jacopo Staiano
2020	—	`conf`	Toward Stance-based Personas for Opinionated Dialogues. EMNLP (Findings) Thomas Scialom, Serra Sinem Tekiroglu, Jacopo Staiano, Marco Guerini
2020	J	`jnl`	Toward Stance-based Personas for Opinionated Dialogues. CoRR Thomas Scialom, Serra Sinem Tekiroglu, Jacopo Staiano, Marco Guerini
2020	B	`conf`	What BERT Sees: Cross-Modal Transfer for Visual Question Generation. INLG Thomas Scialom, Patrick Bordes, Paul-Alexis Dray, Jacopo Staiano, Patrick Gallinari
2019	—	`conf`	Answers Unite! Unsupervised Metrics for Reinforced Summarization Models. EMNLP/IJCNLP (1) Thomas Scialom, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
2019	J	`jnl`	Answers Unite! Unsupervised Metrics for Reinforced Summarization Models. CoRR Thomas Scialom, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano
2019	—	`conf`	Architecture basée sur les mécanismes d'attention: le cas de la génération de questions neuronales. CORIA Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano
2019	J	`jnl`	Ask to Learn: A Study on Curiosity-driven Question Generation. CoRR Thomas Scialom, Jacopo Staiano
2019	—	`conf`	Self-Attention Architectures for Answer-Agnostic Neural Question Generation. ACL (1) Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano