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Zhuyun Dai
Zhuyun Dai
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Year
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
29992024
Gemini: a family of highly capable multimodal models
G Team, R Anil, S Borgeaud, JB Alayrac, J Yu, R Soricut, J Schalkwyk, ...
arXiv preprint arXiv:2312.11805, 2023
21552023
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
6412017
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
4742019
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
3942018
Large Dual Encoders Are Generalizable Retrievers
J Ni, C Qu, J Lu, Z Dai, GH Ábrego, J Ma, VY Zhao, Y Luan, KB Hall, ...
Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022
3462022
Rarr: Researching and revising what language models say, using language models
L Gao, Z Dai, P Pasupat, A Chen, AT Chaganty, Y Fan, V Zhao, N Lao, ...
Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023
2332023
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
2312021
Context-aware sentence/passage term importance estimation for first stage retrieval
Z Dai, J Callan
arXiv preprint arXiv:1910.10687, 2019
1902019
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
185*2023
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
1712021
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
1442020
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
1222021
Context-aware document term weighting for ad-hoc search
Z Dai, J Callan
Proceedings of The Web Conference 2020, 1897-1907, 2020
1152020
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
592022
Modularized transfomer-based ranking framework
L Gao, Z Dai, J Callan
Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020
59*2020
Scaling instruction-finetuned language models (2022)
HW Chung, L Hou, S Longpre, B Zoph, Y Tay, W Fedus, Y Li, X Wang, ...
arXiv preprint arXiv:2210.11416 3, 2022
532022
Rethinking query expansion for BERT reranking
R Padaki, Z Dai, J Callan
Advances in Information Retrieval: 42nd European Conference on IR Research …, 2020
532020
Understanding BERT rankers under distillation
L Gao, Z Dai, J Callan
Proceedings of the 2020 ACM SIGIR on International Conference on Theory of …, 2020
512020
Gecko: Versatile text embeddings distilled from large language models
J Lee, Z Dai, X Ren, B Chen, D Cer, JR Cole, K Hui, M Boratko, ...
arXiv preprint arXiv:2403.20327, 2024
472024
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