Vladimir Karpukhin
Vladimir Karpukhin
facebook AI research
Verified email at fb.com
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Retrieval-augmented generation for knowledge-intensive nlp tasks
P Lewis, E Perez, A Piktus, F Petroni, V Karpukhin, N Goyal, H Küttler, ...
arXiv preprint arXiv:2005.11401, 2020
992020
Dense passage retrieval for open-domain question answering
V Karpukhin, B Oğuz, S Min, P Lewis, L Wu, S Edunov, D Chen, W Yih
arXiv preprint arXiv:2004.04906, 2020
802020
Sewon Min, Ledell Wu, Sergey Edunov, Danqi Chen, and Wentau Yih. 2020. Dense passage retrieval for open-domain question answering
V Karpukhin, B Oguz
arXiv preprint arXiv:2004.04906, 2004
762004
Kilt: a benchmark for knowledge intensive language tasks
F Petroni, A Piktus, A Fan, P Lewis, M Yazdani, N De Cao, J Thorne, ...
arXiv preprint arXiv:2009.02252, 2020
302020
Training on synthetic noise improves robustness to natural noise in machine translation
V Karpukhin, O Levy, J Eisenstein, M Ghazvininejad
arXiv preprint arXiv:1902.01509, 2019
262019
Aligned cross entropy for non-autoregressive machine translation
M Ghazvininejad, V Karpukhin, L Zettlemoyer, O Levy
International Conference on Machine Learning, 3515-3523, 2020
172020
Sewon Min, Patrick Lewis, Ledell Wu, Sergey Edunov, Danqi Chen, and Wen tau Yih. 2020
V Karpukhin, B Oguz
Dense passage retrieval for opendomain question answering, 0
16
Training on synthetic noise improves robustness to natural noise in machine translation
V Karpukhin, O Levy, J Eisenstein, M Ghazvininejad
Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT 2019), 42-47, 2019
132019
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned
S Min, J Boyd-Graber, C Alberti, D Chen, E Choi, M Collins, K Guu, ...
arXiv preprint arXiv:2101.00133, 2021
102021
W.-t. Yih,“Dense passage retrieval for open-domain question answering,”
V Karpukhin, B Oguz, S Min, L Wu, S Edunov, D Chen
arXiv preprint arXiv:2004.04906, 2020
82020
Sewon Min, Ledell Wu, Sergey Edunov, Danqi Chen, and Wen-tau Yih. 2020
V Karpukhin, B Oguz
Dense passage retrieval for open-domain question answering. CoRR, abs, 2004
72004
Unified Open-Domain Question Answering with Structured and Unstructured Knowledge
B Oguz, X Chen, V Karpukhin, S Peshterliev, D Okhonko, M Schlichtkrull, ...
arXiv preprint arXiv:2012.14610, 2020
52020
Joint Verification and Reranking for Open Fact Checking Over Tables
M Schlichtkrull, V Karpukhin, B Oğuz, M Lewis, W Yih, S Riedel
arXiv preprint arXiv:2012.15115, 2020
22020
Multi-task retrieval for knowledge-intensive tasks
J Maillard, V Karpukhin, F Petroni, W Yih, B Oğuz, V Stoyanov, G Ghosh
arXiv preprint arXiv:2101.00117, 2021
12021
Dense Passage Retrieval for Open-domain Question Answering Download PDF
V Karpukhin, B Oguz, S Min, P Lewis, L Wu, S Edunov, D Chen, W Yih
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