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Koustuv Sinha
Koustuv Sinha
Research Scientist, Meta AI (Fundamental AI Research), McGill University
Adresse e-mail validée de mail.mcgill.ca - Page d'accueil
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Improving reproducibility in machine learning research (a report from the neurips 2019 reproducibility program)
J Pineau, P Vincent-Lamarre, K Sinha, V Larivière, A Beygelzimer, ...
Journal of machine learning research 22 (164), 1-20, 2021
3872021
Masked language modeling and the distributional hypothesis: Order word matters pre-training for little
K Sinha, R Jia, D Hupkes, J Pineau, A Williams, D Kiela
arXiv preprint arXiv:2104.06644, 2021
2372021
Ethical challenges in data-driven dialogue systems
P Henderson, K Sinha, N Angelard-Gontier, NR Ke, G Fried, R Lowe, ...
Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 123-129, 2018
1882018
CLUTRR: A diagnostic benchmark for inductive reasoning from text
K Sinha, S Sodhani, J Dong, J Pineau, WL Hamilton
arXiv preprint arXiv:1908.06177, 2019
1662019
Unnatural language inference
K Sinha, P Parthasarathi, J Pineau, A Williams
arXiv preprint arXiv:2101.00010, 2020
972020
Learning an unreferenced metric for online dialogue evaluation
K Sinha, P Parthasarathi, J Wang, R Lowe, WL Hamilton, J Pineau
arXiv preprint arXiv:2005.00583, 2020
942020
Covid-19 prognosis via self-supervised representation learning and multi-image prediction
A Sriram, M Muckley, K Sinha, F Shamout, J Pineau, KJ Geras, L Azour, ...
arXiv preprint arXiv:2101.04909, 2021
742021
A hierarchical neural attention-based text classifier
K Sinha, Y Dong, JCK Cheung, D Ruths
Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018
662018
Probing linguistic systematicity
E Goodwin, K Sinha, TJ O'Donnell
arXiv preprint arXiv:2005.04315, 2020
622020
State-of-the-art generalisation research in NLP: a taxonomy and review
D Hupkes, M Giulianelli, V Dankers, M Artetxe, Y Elazar, T Pimentel, ...
arXiv preprint arXiv:2210.03050, 2022
562022
Measuring systematic generalization in neural proof generation with transformers
N Gontier, K Sinha, S Reddy, C Pal
Advances in Neural Information Processing Systems 33, 22231-22242, 2020
562020
A taxonomy and review of generalization research in NLP
D Hupkes, M Giulianelli, V Dankers, M Artetxe, Y Elazar, T Pimentel, ...
Nature Machine Intelligence 5 (10), 1161-1174, 2023
392023
Evaluating gender bias in natural language inference
S Sharma, M Dey, K Sinha
arXiv preprint arXiv:2105.05541, 2021
382021
ICLR reproducibility challenge 2019
J Pineau, K Sinha, G Fried, RN Ke, H Larochelle
ReScience C 5 (2), 5, 2019
272019
Evaluating logical generalization in graph neural networks
K Sinha, S Sodhani, J Pineau, WL Hamilton
arXiv preprint arXiv:2003.06560, 2020
232020
Chameleon: Mixed-modal early-fusion foundation models
C Team
arXiv preprint arXiv:2405.09818, 2024
142024
Language model acceptability judgements are not always robust to context
K Sinha, J Gauthier, A Mueller, K Misra, K Fuentes, R Levy, A Williams
arXiv preprint arXiv:2212.08979, 2022
142022
Sometimes we want ungrammatical translations
P Parthasarathi, K Sinha, J Pineau, A Williams
Findings of the Association for Computational Linguistics: EMNLP 2021, 3205-3227, 2021
132021
Towards reproducible machine learning research in natural language processing
A Lucic, M Bleeker, S Bhargav, J Forde, K Sinha, J Dodge, S Luccioni, ...
Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022
122022
NeurIPS 2019 reproducibility challenge
K Sinha, J Pineau, J Forde, RN Ke, H Larochelle
ReScience C 6 (2), 11, 2020
122020
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