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ORCIDAntoine Chaffin
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Books and Theses
- 2023
[b1]Antoine Chaffin:
Multimodal misinformation detection overcoming the training data collection challenge through data generation. (Détection de désinformation multimodale : surmonter le défi de la collecte de données d'entraînement grâce à la génération de données). University of Rennes 1, France, 2023
Conference and Workshop Papers
- 2023
- [c11]Antoine Chaffin, Julien Delaunay:
"Honey, Tell Me What's Wrong", Global Explanation of Textual Discriminative Models through Cooperative Generation. BlackboxNLP@EMNLP 2023: 76-88 - [c10]Antoine Chaffin, Julien Delaunay:
"Honey, Tell Me What's Wrong", Explicabilité Globale des Modèles de TAL par la Génération Coopérative. CORIA-TALN (1) 2023: 105-122 - [c9]Pierre Fernandez, Antoine Chaffin, Karim Tit, Vivien Chappelier, Teddy Furon:
Three Bricks to Consolidate Watermarks for Large Language Models. WIFS 2023: 1-6 - 2022
- [c8]Victor Sanh, Albert Webson, Colin Raffel, Stephen H. Bach, Lintang Sutawika, Zaid Alyafeai, Antoine Chaffin, Arnaud Stiegler, Arun Raja, Manan Dey, M Saiful Bari, Canwen Xu, Urmish Thakker, Shanya Sharma Sharma, Eliza Szczechla, Taewoon Kim, Gunjan Chhablani, Nihal V. Nayak, Debajyoti Datta, Jonathan Chang, Mike Tian-Jian Jiang, Han Wang, Matteo Manica, Sheng Shen, Zheng Xin Yong, Harshit Pandey, Rachel Bawden, Thomas Wang, Trishala Neeraj, Jos Rozen, Abheesht Sharma, Andrea Santilli, Thibault Févry, Jason Alan Fries, Ryan Teehan, Teven Le Scao, Stella Biderman, Leo Gao, Thomas Wolf, Alexander M. Rush:
Multitask Prompted Training Enables Zero-Shot Task Generalization. ICLR 2022 - [c7]Sylvain Lamprier, Thomas Scialom, Antoine Chaffin, Vincent Claveau, Ewa Kijak, Jacopo Staiano, Benjamin Piwowarski:
Generative Cooperative Networks for Natural Language Generation. ICML 2022: 11891-11905 - [c6]Vincent Claveau, Antoine Chaffin, Ewa Kijak:
Generating Artificial Texts as Substitution or Complement of Training Data. LREC 2022: 4260-4269 - [c5]Antoine Chaffin, Vincent Claveau, Ewa Kijak:
PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided MCTS Decoding. NAACL-HLT 2022: 2953-2967 - [c4]Antoine Chaffin, Thomas Scialom, Sylvain Lamprier, Jacopo Staiano, Benjamin Piwowarski, Ewa Kijak, Vincent Claveau:
Which Discriminator for Cooperative Text Generation? SIGIR 2022: 2360-2365 - [c3]Antoine Chaffin, Vincent Claveau, Ewa Kijak, Sylvain Lamprier, Benjamin Piwowarski, Thomas Scialom, Jacopo Staiano:
Choisir le bon co-équipier pour la génération coopérative de texte (Choosing The Right Teammate For Cooperative Text Generation). TALN-RECITAL 2022: 12-26 - [c2]Antoine Chaffin, Vincent Claveau, Ewa Kijak:
Décodage guidé par un discriminateur avec le Monte Carlo Tree Search pour la génération de texte contrainte (Discriminator-guided decoding with Monte Carlo Tree Search for constrained text generation ). TALN-RECITAL 2022: 27-41 - 2021
- [c1]Vincent Claveau, Antoine Chaffin, Ewa Kijak:
La génération de textes artificiels en substitution ou en complément de données d'apprentissage (Generating artificial texts as substitution or complement of training data ). TALN (1) 2021: 37-49
Informal and Other Publications
- 2024
- [i9]Antoine Chaffin, Ewa Kijak, Vincent Claveau:
Distinctive Image Captioning: Leveraging Ground Truth Captions in CLIP Guided Reinforcement Learning. CoRR abs/2402.13936 (2024) - [i8]Benjamin Clavié, Antoine Chaffin, Griffin Adams:
Reducing the Footprint of Multi-Vector Retrieval with Minimal Performance Impact via Token Pooling. CoRR abs/2409.14683 (2024) - 2023
- [i7]Pierre Fernandez, Antoine Chaffin, Karim Tit, Vivien Chappelier, Teddy Furon:
Three Bricks to Consolidate Watermarks for Large Language Models. CoRR abs/2308.00113 (2023) - [i6]Antoine Chaffin, Julien Delaunay:
"Honey, Tell Me What's Wrong", Global Explanation of Textual Discriminative Models through Cooperative Generation. CoRR abs/2310.18063 (2023) - 2022
- [i5]Sylvain Lamprier, Thomas Scialom, Antoine Chaffin, Vincent Claveau, Ewa Kijak, Jacopo Staiano, Benjamin Piwowarski:
Generative Cooperative Networks for Natural Language Generation. CoRR abs/2201.12320 (2022) - [i4]Antoine Chaffin, Thomas Scialom, Sylvain Lamprier, Jacopo Staiano, Benjamin Piwowarski, Ewa Kijak, Vincent Claveau:
Which Discriminator for Cooperative Text Generation? CoRR abs/2204.11586 (2022) - 2021
- [i3]Antoine Chaffin, Vincent Claveau, Ewa Kijak:
Generating texts under constraint through discriminator-guided MCTS. CoRR abs/2109.13582 (2021) - [i2]Victor Sanh, Albert Webson, Colin Raffel, Stephen H. Bach, Lintang Sutawika, Zaid Alyafeai, Antoine Chaffin, Arnaud Stiegler, Teven Le Scao, Arun Raja, Manan Dey
, M. Saiful Bari, Canwen Xu, Urmish Thakker, Shanya Sharma, Eliza Szczechla, Taewoon Kim, Gunjan Chhablani, Nihal V. Nayak, Debajyoti Datta, Jonathan Chang, Mike Tian-Jian Jiang, Han Wang, Matteo Manica, Sheng Shen, Zheng Xin Yong, Harshit Pandey, Rachel Bawden, Thomas Wang, Trishala Neeraj, Jos Rozen, Abheesht Sharma, Andrea Santilli, Thibault Févry, Jason Alan Fries, Ryan Teehan, Stella Biderman, Leo Gao, Tali Bers, Thomas Wolf, Alexander M. Rush:
Multitask Prompted Training Enables Zero-Shot Task Generalization. CoRR abs/2110.08207 (2021) - [i1]Vincent Claveau, Antoine Chaffin, Ewa Kijak:
Generating artificial texts as substitution or complement of training data. CoRR abs/2110.13016 (2021)
Coauthor Index
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