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Luyu Gao
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Self-refine: Iterative refinement with self-feedback
A Madaan, N Tandon, P Gupta, S Hallinan, L Gao, S Wiegreffe, U Alon, ...
Advances in Neural Information Processing Systems 36, 2024
6102024
PAL: Program-aided Language Models
L Gao, A Madaan, S Zhou, U Alon, P Liu, Y Yang, J Callan, G Neubig
ICML 2023, 2022
4642022
Unsupervised corpus aware language model pre-training for dense passage retrieval
L Gao, J Callan
ACL 2022, 2021
2792021
Condenser: a Pre-training Architecture for Dense Retrieval
L Gao, J Callan
EMNLP 2021, 2021
2182021
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List
L Gao, Z Dai, J Callan
NAACL 2021, 2021
2102021
Active retrieval augmented generation
Z Jiang, FF Xu, L Gao, Z Sun, Q Liu, J Dwivedi-Yu, Y Yang, J Callan, ...
arXiv preprint arXiv:2305.06983, 2023
1812023
Complementing lexical retrieval with semantic residual embedding
L Gao, Z Dai, T Chen, Z Fan, B Van Durme, J Callan
ECIR 2021, 2020
170*2020
Rarr: Researching and revising what language models say, using language models
L Gao, Z Dai, P Pasupat, A Chen, AT Chaganty, Y Fan, VY Zhao, N Lao, ...
arXiv preprint arXiv:2210.08726, 2022
1352022
Rethink training of BERT rerankers in multi-stage retrieval pipeline
L Gao, Z Dai, J Callan
ECIR 2021, 2021
1062021
Precise Zero-Shot Dense Retrieval without Relevance Labels
L Gao, X Ma, J Lin, J Callan
ACL 2023, 2022
1052022
Scaling deep contrastive learning batch size under memory limited setup
L Gao, Y Zhang, J Han, J Callan
arXiv preprint arXiv:2101.06983, 2021
752021
Rapid and accurate determination of nanopore ionic current using a steric exclusion model
J Wilson, K Sarthak, W Si, L Gao, A Aksimentiev
Acs Sensors 4 (3), 634-644, 2019
682019
Tevatron: An efficient and flexible toolkit for dense retrieval
L Gao, X Ma, J Lin, J Callan
arXiv preprint arXiv:2203.05765, 2022
67*2022
Modularized transfomer-based ranking framework
L Gao, Z Dai, J Callan
EMNLP 2020, 2020
57*2020
Understanding BERT rankers under distillation
L Gao, Z Dai, J Callan
Proceedings of the 2020 ACM SIGIR on International Conference on Theory of …, 2020
442020
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer
Z Jiang, L Gao, J Araki, H Ding, Z Wang, J Callan, G Neubig
EMNLP 2022, 2022
272022
Attributed text generation via post-hoc research and revision
L Gao, Z Dai, P Pasupat, A Chen, AT Chaganty, Y Fan, VY Zhao, N Lao, ...
arXiv preprint arXiv:2210.08726, 2022
182022
In-context principle learning from mistakes
T Zhang, A Madaan, L Gao, S Zheng, S Mishra, Y Yang, N Tandon, ...
arXiv preprint arXiv:2402.05403, 2024
82024
Datafinder: Scientific dataset recommendation from natural language descriptions
V Viswanathan, L Gao, T Wu, P Liu, G Neubig
arXiv preprint arXiv:2305.16636, 2023
82023
COILcr: Efficient Semantic Matching in Contextualized Exact Match Retrieval
Z Fan, L Gao, R Jha, J Callan
European Conference on Information Retrieval, 298-312, 2023
62023
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