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Zhuyun Dai
Zhuyun Dai
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Scaling instruction-finetuned language models
HW Chung, L Hou, S Longpre, B Zoph, Y Tay, W Fedus, Y Li, X Wang, ...
Journal of Machine Learning Research 25 (70), 1-53, 2024
17922024
End-to-end neural ad-hoc ranking with kernel pooling
C Xiong, Z Dai, J Callan, Z Liu, R Power
Proceedings of the 40th International ACM SIGIR conference on research and …, 2017
6072017
Deeper text understanding for IR with contextual neural language modeling
Z Dai, J Callan
Proceedings of the 42nd international ACM SIGIR conference on research and …, 2019
4302019
Convolutional neural networks for soft-matching n-grams in ad-hoc search
Z Dai, C Xiong, J Callan, Z Liu
Proceedings of the eleventh ACM international conference on web search and …, 2018
3772018
Large dual encoders are generalizable retrievers
J Ni, C Qu, J Lu, Z Dai, GH Ábrego, J Ma, VY Zhao, Y Luan, KB Hall, ...
arXiv preprint arXiv:2112.07899, 2021
2392021
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List
L Gao, Z Dai, J Callan
the 2021 Conference of the North American Chapter of the Association for …, 2021
2032021
Context-aware sentence/passage term importance estimation for first stage retrieval
Z Dai, J Callan
arXiv preprint arXiv:1910.10687, 2019
1762019
Complement Lexical Retrieval Model with Semantic Residual Embeddings
L Gao, Z Dai, T Chen, Z Fan, B Van Durme, J Callan
Advances in Information Retrieval - 43rd European Conference on IR Research …, 2021
1492021
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
134*2022
Context-aware term weighting for first stage passage retrieval
Z Dai, J Callan
Proceedings of the 43rd International ACM SIGIR conference on research and …, 2020
1332020
Promptagator: Few-shot Dense Retrieval From 8 Examples
Zhuyun Dai, Vincent Y Zhao, Ji Ma, Yi Luan, Jianmo Ni, Jing Lu, Anton ...
2023 International Conference on Learning Representations, 2023
126*2023
H. Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V. Le, and Jason Wei. 2022. Scaling instruction-finetuned language models
HW Chung, L Hou, S Longpre, B Zoph, Y Tay, W Fedus, E Li, X Wang, ...
arXiv preprint arXiv:2210.11416, 2022
1102022
Context-aware document term weighting for ad-hoc search
Z Dai, J Callan
Proceedings of The Web Conference 2020, 1897-1907, 2020
1032020
Rethink Training of BERT Rerankers in Multi-stage Retrieval Pipeline
L Gao, Z Dai, J Callan
Advances in Information Retrieval - 43rd European Conference on IR Research …, 2021
1022021
Huai hsin Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V
HW Chung, L Hou, S Longpre, B Zoph, Y Tay, W Fedus, E Li, X Wang, ...
Le, and Jason Wei. Scaling instruction-finetuned language models. ArXiv, abs …, 2022
702022
H. Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V. Le, and Jason Wei. Scaling instruction-finetuned language models
HW Chung, L Hou, S Longpre, B Zoph, Y Tay, W Fedus, Y Li, X Wang, ...
arXiv preprint arXiv:2210.11416 6 (7), 2022
582022
Modularized transfomer-based ranking framework
L Gao, Z Dai, J Callan
Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020
56*2020
Rethinking query expansion for BERT reranking
R Padaki, Z Dai, J Callan
Advances in Information Retrieval: 42nd European Conference on IR Research …, 2020
512020
Dialog inpainting: Turning documents into dialogs
Z Dai, AT Chaganty, VY Zhao, A Amini, QM Rashid, M Green, K Guu
International conference on machine learning, 4558-4586, 2022
462022
Understanding BERT rankers under distillation
L Gao, Z Dai, J Callan
Proceedings of the 2020 ACM SIGIR on International Conference on Theory of …, 2020
432020
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