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ORCIDJonathan Pilault
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2020 – today
- 2024
[c6]Mahan Fathi, Clement Gehring, Jonathan Pilault, David Kanaa, Pierre-Luc Bacon, Ross Goroshin:
Course Correcting Koopman Representations. ICLR 2024- [i15]Paolo Glorioso, Quentin Anthony, Yury Tokpanov, James Whittington, Jonathan Pilault, Adam Ibrahim, Beren Millidge:
Zamba: A Compact 7B SSM Hybrid Model. CoRR abs/2405.16712 (2024) - [i14]Yury Tokpanov, Beren Millidge, Paolo Glorioso, Jonathan Pilault, Adam Ibrahim, James Whittington, Quentin Anthony:
Zyda: A 1.3T Dataset for Open Language Modeling. CoRR abs/2406.01981 (2024) - [i13]Vasudev Shyam, Jonathan Pilault, Emily Shepperd, Quentin Anthony, Beren Millidge:
Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters. CoRR abs/2408.04093 (2024) - [i12]Paolo Glorioso, Quentin Anthony, Yury Tokpanov, Anna Golubeva, Vasudev Shyam, James Whittington, Jonathan Pilault, Beren Millidge:
The Zamba2 Suite: Technical Report. CoRR abs/2411.15242 (2024) - 2023
- [c5]Jonathan Pilault, Can Liu, Mohit Bansal, Markus Dreyer:
On Conditional and Compositional Language Model Differentiable Prompting. IJCAI 2023: 4136-4144 - [c4]Jonathan Pilault, Xavier Garcia, Arthur Brazinskas, Orhan Firat:
Interactive-Chain-Prompting: Ambiguity Resolution for Crosslingual Conditional Generation with Interaction. IJCNLP (1) 2023: 455-483 - [c3]Jonathan Pilault, Mahan Fathi, Orhan Firat, Chris Pal, Pierre-Luc Bacon, Ross Goroshin:
Block-State Transformers. NeurIPS 2023 - [i11]Jonathan Pilault, Xavier Garcia, Arthur Brazinskas, Orhan Firat:
Interactive-Chain-Prompting: Ambiguity Resolution for Crosslingual Conditional Generation with Interaction. CoRR abs/2301.10309 (2023) - [i10]Joo Hyung Lee, Wonpyo Park, Nicole Mitchell, Jonathan Pilault, Johan S. Obando-Ceron, Han-Byul Kim, Namhoon Lee, Elias Frantar, Yun Long, Amir Yazdanbakhsh, Shivani Agrawal, Suvinay Subramanian, Xin Wang, Sheng-Chun Kao, Xingyao Zhang, Trevor Gale, Aart Bik, Woohyun Han, Milen Ferev, Zhonglin Han, Hong-Seok Kim, Yann N. Dauphin, Karolina Dziugaite, Pablo Samuel Castro, Utku Evci:
JaxPruner: A concise library for sparsity research. CoRR abs/2304.14082 (2023) - [i9]Mahan Fathi, Jonathan Pilault, Pierre-Luc Bacon, Christopher Pal, Orhan Firat, Ross Goroshin:
Block-State Transformer. CoRR abs/2306.09539 (2023) - [i8]Jonathan Pilault, Can Liu, Mohit Bansal, Markus Dreyer:
On Conditional and Compositional Language Model Differentiable Prompting. CoRR abs/2307.01446 (2023) - [i7]Mahan Fathi, Clement Gehring, Jonathan Pilault, David Kanaa, Pierre-Luc Bacon, Ross Goroshin:
Course Correcting Koopman Representations. CoRR abs/2310.15386 (2023) - 2022
- [i6]Jonathan Pilault, Michael Galkin, Bahare Fatemi, Perouz Taslakian, David Vázquez, Christopher Pal:
Using Graph Algorithms to Pretrain Graph Completion Transformers. CoRR abs/2210.07453 (2022) - 2021
- [c2]Jonathan Pilault, Amine Elhattami, Christopher J. Pal:
Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data. ICLR 2021 - [i5]Torsten Scholak, Jonathan Pilault, Joey Velez-Ginorio:
Towards Neural Functional Program Evaluation. CoRR abs/2112.04630 (2021) - 2020
- [c1]Jonathan Pilault, Raymond Li, Sandeep Subramanian, Chris Pal:
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models. EMNLP (1) 2020: 9308-9319 - [i4]Jonathan Pilault, Jaehong Park, Christopher J. Pal:
On the impressive performance of randomly weighted encoders in summarization tasks. CoRR abs/2002.09084 (2020) - [i3]Jonathan Pilault, Amine Elhattami, Christopher J. Pal:
Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data. CoRR abs/2009.09139 (2020) - [i2]Jaehong Park, Jonathan Pilault, Christopher Joseph Pal:
Learning to Summarize Long Texts with Memory Compression and Transfer. CoRR abs/2010.11322 (2020)
2010 – 2019
- 2019
- [i1]Sandeep Subramanian, Raymond Li, Jonathan Pilault, Christopher J. Pal:
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models. CoRR abs/1909.03186 (2019)
Coauthor Index
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