| On Extractive and Abstractive Neural Document Summarization with Transformer Language Models J Pilault, R Li, S Subramanian, C Pal EMNLP 2020, 9308-9319, 2020 | 222* | 2020 |
| Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data J Pilault, A Elhattami, C Pal ICLR 2021, 2021 | 88* | 2021 |
| Interactive-Chain-Prompting: Ambiguity Resolution for Crosslingual Conditional Generation with Interaction J Pilault, X Garcia, A Bražinskas, O Firat ICML 2023 (ILHF workshop); IJCNLP-AACL 2023, 2023 | 9 | 2023 |
| Block-State Transformer J Pilault, M Fathi, PL Bacon, C Pal, O Firat, R Goroshin NeurIPS 2023, 2023 | 9* | 2023 |
| Method of and system for training machine learning algorithm to generate text summary S Subramanian, R Li, J Pilault, PAL Christophe US Patent 11,397,892, 2022 | 5 | 2022 |
| On the impressive performance of randomly weighted encoders in summarization tasks J Pilault, J Park, C Pal ACL 2019 (workshop), 2019 | 4 | 2019 |
| JaxPruner: A concise library for sparsity research JH Lee, W Park, NE Mitchell, J Pilault, JSO Ceron, HB Kim, N Lee, ... Conference on Parsimony and Learning, 515-528, 2024 | 3 | 2024 |
| Towards Neural Functional Program Evaluation T Scholak*, J Pilault*, J Velez-Ginorio NeurIPS 2021 (AIPLAN workshop), 2021 | 1 | 2021 |
| Non-transitory computer-readable storage medium and system for generating an abstractive text summary of a document S Subramanian, R Li, C Pal, J Pilault US Patent App. 18/354,950, 2023 | | 2023 |
| Course Correcting Koopman Representations M Fathi, C Gehring, J Pilault, D Kanaa, PL Bacon, R Goroshin arXiv preprint arXiv:2310.15386, 2023 | | 2023 |
| On Conditional and Compositional Language Model Differentiable Prompting J Pilault, C Liu, M Bansal, M Dreyer International Joint Conference on Artificial Intelligence (IJCAI) 2023, 2023 | | 2023 |
| Using Graph Algorithms to Pretrain Graph Completion Transformers J Pilault, M Galkin, B Fatemi, P Taslakian, D Vasquez, C Pal arXiv preprint arXiv:2210.07453, 2022 | | 2022 |
| Learning to Summarize Long Texts with Memory Compression and Transfer J Park*, J Pilault*, C Pal arXiv preprint arXiv:2010.11322, 2020 | | 2020 |
| Evaluating Attention Networks for Anaphora Resolution J Pilault, N Pappas, L Miculicich Werlen, A Popescu-Belis Idiap, 2017 | | 2017 |
| Financial Time Series Prediction using Deep Complex Networks O Sirois*, J Pilault*, A Bento, IM Rodrigues | | |
