La génération de textes artificiels en substitution ou en complément de données d'apprentissage (Generating artificial texts as substitution or complement of training data ). - Vincent Claveau; Antoine Chaffin; Ewa Kijak (TALN (1), 2021)

Generating texts under constraint through discriminator-guided MCTS. - Antoine Chaffin; Vincent Claveau; Ewa Kijak (CoRR, 2021)

Multitask Prompted Training Enables Zero-Shot Task Generalization. - 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; et al. (CoRR, 2021)

Multitask Prompted Training Enables Zero-Shot Task Generalization. - 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; et al. (ICLR, 2022)

Generative Cooperative Networks for Natural Language Generation. - Sylvain Lamprier; Thomas Scialom; Antoine Chaffin; Vincent Claveau; Ewa Kijak; Jacopo Staiano; Benjamin Piwowarski (ICML, 2022)

Generating Artificial Texts as Substitution or Complement of Training Data. - Vincent Claveau; Antoine Chaffin; Ewa Kijak (LREC, 2022)

PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided MCTS Decoding. - Antoine Chaffin; Vincent Claveau; Ewa Kijak (NAACL-HLT, 2022)

Which Discriminator for Cooperative Text Generation? - Antoine Chaffin; Thomas Scialom; Sylvain Lamprier; Jacopo Staiano; Benjamin Piwowarski; Ewa Kijak; Vincent Claveau (SIGIR, 2022)

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 ). - Antoine Chaffin; Vincent Claveau; Ewa Kijak (TALN-RECITAL, 2022)

Choisir le bon co-équipier pour la génération coopérative de texte (Choosing The Right Teammate For Cooperative Text Generation). - Antoine Chaffin; Vincent Claveau; Ewa Kijak; Sylvain Lamprier; Benjamin Piwowarski; Thomas Scialom; Jacopo Staiano (TALN-RECITAL, 2022)

"Honey, Tell Me What's Wrong", Global Explanation of Textual Discriminative Models through Cooperative Generation. - Antoine Chaffin; Julien Delaunay (BlackboxNLP@EMNLP, 2023)

"Honey, Tell Me What's Wrong", Explicabilité Globale des Modèles de TAL par la Génération Coopérative. - Antoine Chaffin; Julien Delaunay (CORIA-TALN (1), 2023)

Three Bricks to Consolidate Watermarks for Large Language Models. - Pierre Fernandez; Antoine Chaffin; Karim Tit; Vivien Chappelier; Teddy Furon (WIFS, 2023)

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). - Antoine Chaffin (2023)

Distinctive Image Captioning: Leveraging Ground Truth Captions in Clip Guided Reinforcement Learning. - Antoine Chaffin; Ewa Kijak; Vincent Claveau (ICIP, 2024)

Reducing the Footprint of Multi-Vector Retrieval with Minimal Performance Impact via Token Pooling. - Benjamin Clavié; Antoine Chaffin; Griffin Adams (CoRR, 2024)

Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference. - Benjamin Warner; Antoine Chaffin; Benjamin Clavié; Orion Weller; Oskar Hallström; Said Taghadouini; Alexis Gallagher; Raja Biswas; Faisal Ladhak; Tom Aarsen; Nathan Cooper; Griffin Adams; et al. (CoRR, 2024)

Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference. - Benjamin Warner; Antoine Chaffin; Benjamin Clavié; Orion Weller; Oskar Hallström; Said Taghadouini; Alexis Gallagher; Raja Biswas; Faisal Ladhak; Tom Aarsen; Griffin Thomas Adams; Jeremy Howard; et al. (ACL (1), 2025)

Reframing Image Difference Captioning with BLIP2IDC and Synthetic Augmentation. - Gautier Evennou; Antoine Chaffin; Vivien Chappelier; Ewa Kijak (WACV, 2025)

BioClinical ModernBERT: A State-of-the-Art Long-Context Encoder for Biomedical and Clinical NLP. - Thomas Sounack; Joshua Davis; Brigitte N. Durieux; Antoine Chaffin; Tom J. Pollard; Eric Lehman; Alistair E. W. Johnson; Matthew B. A. McDermott; Tristan Naumann; Charlotta Lindvall (CoRR, 2025)

Seq vs Seq: An Open Suite of Paired Encoders and Decoders. - Orion Weller; Kathryn Ricci; Marc Marone; Antoine Chaffin; Dawn J. Lawrie; Benjamin Van Durme (CoRR, 2025)

PyLate: Flexible Training and Retrieval for Late Interaction Models. - Antoine Chaffin; Raphaël Sourty (CoRR, 2025)

LIR: The First Workshop on Late Interaction and Multi Vector Retrieval @ ECIR 2026. - Benjamin Clavié; Xianming Li; Antoine Chaffin; Omar Khattab; Tom Aarsen; Manuel Faysse; Jing Li (CoRR, 2025)