Guillaume Lample

57 papers A* 17Journal 30Unranked 9

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Mixtral of Experts. CoRR Albert Q. Jiang, Alexandre Sablayrolles, Antoine Roux, Arthur Mensch, Blanche Savary, Chris Bamford, Devendra Singh Chaplot, Diego de Las Casas, Emma Bou Hanna, Florian Bressand, Gianna Lengyel, Guillaume Bour, Guillaume Lample, Lélio Renard Lavaud, Lucile Saulnier, Marie-Anne Lachaux, Pierre Stock, Sandeep Subramanian, Sophia Yang, Szymon Antoniak, Teven Le Scao, Théophile Gervet, Thibaut Lavril, Thomas Wang, Timothée Lacroix, William El Sayed
2024	J	`jnl`	Pixtral 12B. CoRR Pravesh Agrawal, Szymon Antoniak, Emma Bou Hanna, Baptiste Bout, Devendra Singh Chaplot, Jessica Chudnovsky, Diogo Costa, Baudouin De Monicault, Saurabh Garg, Théophile Gervet, Soham Ghosh, Amélie Héliou, Paul Jacob, Albert Q. Jiang, Kartik Khandelwal, Timothée Lacroix, Guillaume Lample, Diego de Las Casas, Thibaut Lavril, Teven Le Scao, Andy Lo, William Marshall, Louis Martin, Arthur Mensch, Pavankumar Muddireddy, Valera Nemychnikova, Marie Pellat, Patrick von Platen, Nikhil Raghuraman, Baptiste Rozière, Alexandre Sablayrolles, Lucile Saulnier, Romain Sauvestre, Wendy Shang, Roman Soletskyi, Lawrence Stewart, Pierre Stock, Joachim Studnia, Sandeep Subramanian, Sagar Vaze, Thomas Wang, Sophia Yang
2023	A*	`conf`	Deep Generative Symbolic Regression with Monte-Carlo-Tree-Search. ICML Pierre-Alexandre Kamienny, Guillaume Lample, Sylvain Lamprier, Marco Virgolin
2023	J	`jnl`	Deep Generative Symbolic Regression with Monte-Carlo-Tree-Search. CoRR Pierre-Alexandre Kamienny, Guillaume Lample, Sylvain Lamprier, Marco Virgolin
2023	A*	`conf`	Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs. ICLR Albert Qiaochu Jiang, Sean Welleck, Jin Peng Zhou, Timothée Lacroix, Jiacheng Liu, Wenda Li, Mateja Jamnik, Guillaume Lample, Yuhuai Wu
2023	J	`jnl`	LLaMA: Open and Efficient Foundation Language Models. CoRR Hugo Touvron, Thibaut Lavril, Gautier Izacard, Xavier Martinet, Marie-Anne Lachaux, Timothée Lacroix, Baptiste Rozière, Naman Goyal, Eric Hambro, Faisal Azhar, Aurélien Rodriguez, Armand Joulin, Edouard Grave, Guillaume Lample
2023	J	`jnl`	Mistral 7B. CoRR Albert Q. Jiang, Alexandre Sablayrolles, Arthur Mensch, Chris Bamford, Devendra Singh Chaplot, Diego de Las Casas, Florian Bressand, Gianna Lengyel, Guillaume Lample, Lucile Saulnier, Lélio Renard Lavaud, Marie-Anne Lachaux, Pierre Stock, Teven Le Scao, Thibaut Lavril, Thomas Wang, Timothée Lacroix, William El Sayed
2022	J	`jnl`	Deep Symbolic Regression for Recurrent Sequences. CoRR Stéphane d'Ascoli, Pierre-Alexandre Kamienny, Guillaume Lample, François Charton
2022	A*	`conf`	Deep symbolic regression for recurrence prediction. ICML Stéphane d'Ascoli, Pierre-Alexandre Kamienny, Guillaume Lample, François Charton
2022	J	`jnl`	Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs. CoRR Albert Q. Jiang, Sean Welleck, Jin Peng Zhou, Wenda Li, Jiacheng Liu, Mateja Jamnik, Timothée Lacroix, Yuhuai Wu, Guillaume Lample
2022	A*	`conf`	End-to-end Symbolic Regression with Transformers. NeurIPS Pierre-Alexandre Kamienny, Stéphane d'Ascoli, Guillaume Lample, François Charton
2022	J	`jnl`	End-to-end symbolic regression with transformers. CoRR Pierre-Alexandre Kamienny, Stéphane d'Ascoli, Guillaume Lample, François Charton
2022	A*	`conf`	HyperTree Proof Search for Neural Theorem Proving. NeurIPS Guillaume Lample, Timothée Lacroix, Marie-Anne Lachaux, Aurélien Rodriguez, Amaury Hayat, Thibaut Lavril, Gabriel Ebner, Xavier Martinet
2022	J	`jnl`	HyperTree Proof Search for Neural Theorem Proving. CoRR Guillaume Lample, Marie-Anne Lachaux, Thibaut Lavril, Xavier Martinet, Amaury Hayat, Gabriel Ebner, Aurélien Rodriguez, Timothée Lacroix
2022	A*	`conf`	Leveraging Automated Unit Tests for Unsupervised Code Translation. ICLR Baptiste Rozière, Jie Zhang, François Charton, Mark Harman, Gabriel Synnaeve, Guillaume Lample
2021	A*	`conf`	DOBF: A Deobfuscation Pre-Training Objective for Programming Languages. NeurIPS Marie-Anne Lachaux, Baptiste Rozière, Marc Szafraniec, Guillaume Lample
2021	J	`jnl`	DOBF: A Deobfuscation Pre-Training Objective for Programming Languages. CoRR Baptiste Rozière, Marie-Anne Lachaux, Marc Szafraniec, Guillaume Lample
2021	A*	`conf`	Learning advanced mathematical computations from examples. ICLR François Charton, Amaury Hayat, Guillaume Lample
2021	J	`jnl`	Leveraging Automated Unit Tests for Unsupervised Code Translation. CoRR Baptiste Rozière, Jie M. Zhang, François Charton, Mark Harman, Gabriel Synnaeve, Guillaume Lample
2020	J	`jnl`	Deep Differential System Stability - Learning advanced computations from examples. CoRR François Charton, Amaury Hayat, Guillaume Lample
2020	A*	`conf`	Deep Learning For Symbolic Mathematics. ICLR Guillaume Lample, François Charton
2020	—	`conf`	Target Conditioning for One-to-Many Generation. EMNLP (Findings) Marie-Anne Lachaux, Armand Joulin, Guillaume Lample
2020	J	`jnl`	Target Conditioning for One-to-Many Generation. CoRR Marie-Anne Lachaux, Armand Joulin, Guillaume Lample
2020	A*	`conf`	Unsupervised Translation of Programming Languages. NeurIPS Baptiste Rozière, Marie-Anne Lachaux, Lowik Chanussot, Guillaume Lample
2020	J	`jnl`	Unsupervised Translation of Programming Languages. CoRR Marie-Anne Lachaux, Baptiste Rozière, Lowik Chanussot, Guillaume Lample
2019	J	`jnl`	Augmenting Self-attention with Persistent Memory. CoRR Sainbayar Sukhbaatar, Edouard Grave, Guillaume Lample, Hervé Jégou, Armand Joulin
2019	A*	`conf`	Cross-lingual Language Model Pretraining. NeurIPS Alexis Conneau, Guillaume Lample
2019	J	`jnl`	Cross-lingual Language Model Pretraining. CoRR Guillaume Lample, Alexis Conneau
2019	J	`jnl`	Deep Learning for Symbolic Mathematics. CoRR Guillaume Lample, François Charton
2019	A*	`conf`	Large Memory Layers with Product Keys. NeurIPS Guillaume Lample, Alexandre Sablayrolles, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou
2019	J	`jnl`	Large Memory Layers with Product Keys. CoRR Guillaume Lample, Alexandre Sablayrolles, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou
2019	—	`conf`	Multiple-Attribute Text Rewriting. ICLR (Poster) Guillaume Lample, Sandeep Subramanian, Eric Michael Smith, Ludovic Denoyer, Marc'Aurelio Ranzato, Y-Lan Boureau
2019	—	`conf`	The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English. EMNLP/IJCNLP (1) Francisco Guzmán, Peng-Jen Chen, Myle Ott, Juan Miguel Pino, Guillaume Lample, Philipp Koehn, Vishrav Chaudhary, Marc'Aurelio Ranzato
2019	J	`jnl`	Two New Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English. CoRR Francisco Guzmán, Peng-Jen Chen, Myle Ott, Juan Miguel Pino, Guillaume Lample, Philipp Koehn, Vishrav Chaudhary, Marc'Aurelio Ranzato
2019	—	`—`	Unsupervised Machine Translation. (Traduction automatique non-supervisée). Guillaume Lample
2018	J	`jnl`	Multiple-Attribute Text Style Transfer. CoRR Sandeep Subramanian, Guillaume Lample, Eric Michael Smith, Ludovic Denoyer, Marc'Aurelio Ranzato, Y-Lan Boureau
2018	A*	`conf`	Phrase-Based & Neural Unsupervised Machine Translation. EMNLP Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato
2018	J	`jnl`	Phrase-Based & Neural Unsupervised Machine Translation. CoRR Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato
2018	—	`conf`	Unsupervised Machine Translation Using Monolingual Corpora Only. ICLR (Poster) Guillaume Lample, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato
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
2018	—	`conf`	Word translation without parallel data. ICLR (Poster) Guillaume Lample, Alexis Conneau, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou
2018	A*	`conf`	XNLI: Evaluating Cross-lingual Sentence Representations. EMNLP Alexis Conneau, Ruty Rinott, Guillaume Lample, Adina Williams, Samuel R. Bowman, Holger Schwenk, Veselin Stoyanov
2018	J	`jnl`	XNLI: Evaluating Cross-lingual Sentence Representations. CoRR Alexis Conneau, Guillaume Lample, Ruty Rinott, Adina Williams, Samuel R. Bowman, Holger Schwenk, Veselin Stoyanov
2017	A*	`conf`	Arnold: An Autonomous Agent to Play FPS Games. AAAI Devendra Singh Chaplot, Guillaume Lample
2017	—	`conf`	Fader Networks: Manipulating Images by Sliding Attributes. NIPS Guillaume Lample, Neil Zeghidour, Nicolas Usunier, Antoine Bordes, Ludovic Denoyer, Marc'Aurelio Ranzato
2017	J	`jnl`	Fader Networks: Manipulating Images by Sliding Attributes. CoRR Guillaume Lample, Neil Zeghidour, Nicolas Usunier, Antoine Bordes, Ludovic Denoyer, Marc'Aurelio Ranzato
2017	A*	`conf`	Playing FPS Games with Deep Reinforcement Learning. AAAI Guillaume Lample, Devendra Singh Chaplot
2017	J	`jnl`	Unsupervised Machine Translation Using Monolingual Corpora Only. CoRR Guillaume Lample, Ludovic Denoyer, Marc'Aurelio Ranzato
2017	J	`jnl`	Word Translation Without Parallel Data. CoRR Alexis Conneau, Guillaume Lample, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou
2016	J	`jnl`	Massively Multilingual Word Embeddings. CoRR Waleed Ammar, George Mulcaire, Yulia Tsvetkov, Guillaume Lample, Chris Dyer, Noah A. Smith
2016	—	`conf`	Neural Architectures for Named Entity Recognition. HLT-NAACL Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian, Kazuya Kawakami, Chris Dyer
2016	J	`jnl`	Neural Architectures for Named Entity Recognition. CoRR Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian, Kazuya Kawakami, Chris Dyer
2016	J	`jnl`	Playing FPS Games with Deep Reinforcement Learning. CoRR Guillaume Lample, Devendra Singh Chaplot
2016	—	`conf`	Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning. HLT-NAACL Yulia Tsvetkov, Sunayana Sitaram, Manaal Faruqui, Guillaume Lample, Patrick Littell, David R. Mortensen, Alan W. Black, Lori S. Levin, Chris Dyer
2016	J	`jnl`	Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning. CoRR Yulia Tsvetkov, Sunayana Sitaram, Manaal Faruqui, Guillaume Lample, Patrick Littell, David R. Mortensen, Alan W. Black, Lori S. Levin, Chris Dyer
2015	A*	`conf`	Evaluation of Word Vector Representations by Subspace Alignment. EMNLP Yulia Tsvetkov, Manaal Faruqui, Wang Ling, Guillaume Lample, Chris Dyer