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Ruiyang Ren
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A Survey of Large Language Models
WX Zhao, K Zhou, J Li, T Tang, X Wang, Y Hou, Y Min, B Zhang, J Zhang, ...
arXiv preprint arXiv:2303.18223, 2023
2044*2023
RocketQA: An optimized training approach to dense passage retrieval for open-domain question answering
Y Qu, Y Ding, J Liu, K Liu, R Ren, WX Zhao, D Dong, H Wu, H Wang
Proceedings of the 2021 Conference of the North American Chapter of the …, 2020
5222020
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking
R Ren, Y Qu, J Liu, WX Zhao, Q She, H Wu, H Wang, JR Wen
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
2072021
Dense text retrieval based on pretrained language models: A survey
WX Zhao, J Liu, R Ren, JR Wen
ACM Transactions on Information Systems 42 (4), 1-60, 2024
942024
Sequential recommendation with self-attentive multi-adversarial network
R Ren, Z Liu, Y Li, WX Zhao, H Wang, B Ding, JR Wen
Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020
942020
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval
R Ren, S Lv, Y Qu, J Liu, WX Zhao, Q She, H Wu, H Wang, JR Wen
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 …, 2021
812021
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation
R Ren, Y Wang, Y Qu, WX Zhao, J Liu, H Tian, H Wu, JR Wen, H Wang
arXiv preprint arXiv:2307.11019, 2023
482023
A Thorough Examination on Zero-shot Dense Retrieval
R Ren, Y Qu, J Liu, WX Zhao, Q Wu, Y Ding, H Wu, H Wang, JR Wen
Findings of the 2023 Conference on Empirical Methods in Natural Language …, 2022
33*2022
Fine-grained privacy detection with graph-regularized hierarchical attentive representation learning
X Chen, X Song, R Ren, L Zhu, Z Cheng, L Nie
ACM Transactions on Information Systems (TOIS) 38 (4), 1-26, 2020
222020
The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models
J Li, J Chen, R Ren, X Cheng, WX Zhao, JY Nie, JR Wen
arXiv preprint arXiv:2401.03205, 2024
202024
TOME: A Two-stage Approach for Model-based Retrieval
R Ren, WX Zhao, J Liu, H Wu, JR Wen, H Wang
The 61st Annual Meeting of the Association for Computational Linguistics, 2023
182023
REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering
Y Wang, R Ren, J Li, WX Zhao, J Liu, JR Wen
arXiv preprint arXiv:2402.17497, 2024
32024
BASES: Large-scale Web Search User Simulation with Large Language Model based Agents
R Ren, P Qiu, Y Qu, J Liu, WX Zhao, H Wu, JR Wen, H Wang
arXiv preprint arXiv:2402.17505, 2024
12024
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