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Luyu Gao
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2020 – today
- 2024
- [i21]Tianjun Zhang, Aman Madaan, Luyu Gao, Steven Zheng, Swaroop Mishra, Yiming Yang, Niket Tandon, Uri Alon:
In-Context Principle Learning from Mistakes. CoRR abs/2402.05403 (2024) - [i20]Sheng-Chieh Lin, Luyu Gao, Barlas Oguz, Wenhan Xiong, Jimmy Lin, Wen-tau Yih, Xilun Chen:
FLAME: Factuality-Aware Alignment for Large Language Models. CoRR abs/2405.01525 (2024) - 2023
- [c21]Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan:
Precise Zero-Shot Dense Retrieval without Relevance Labels. ACL (1) 2023: 1762-1777 - [c20]Vijay Viswanathan, Luyu Gao, Tongshuang Wu, Pengfei Liu, Graham Neubig:
DataFinder: Scientific Dataset Recommendation from Natural Language Descriptions. ACL (1) 2023: 10288-10303 - [c19]Luyu Gao, Zhuyun Dai, Panupong Pasupat, Anthony Chen, Arun Tejasvi Chaganty, Yicheng Fan, Vincent Y. Zhao, Ni Lao, Hongrae Lee, Da-Cheng Juan, Kelvin Guu:
RARR: Researching and Revising What Language Models Say, Using Language Models. ACL (1) 2023: 16477-16508 - [c18]Zhen Fan, Luyu Gao, Rohan Jha, Jamie Callan
:
COILcr: Efficient Semantic Matching in Contextualized Exact Match Retrieval. ECIR (1) 2023: 298-312 - [c17]Zhengbao Jiang, Frank F. Xu, Luyu Gao, Zhiqing Sun, Qian Liu, Jane Dwivedi-Yu, Yiming Yang, Jamie Callan, Graham Neubig:
Active Retrieval Augmented Generation. EMNLP 2023: 7969-7992 - [c16]Luyu Gao, Aman Madaan, Shuyan Zhou, Uri Alon, Pengfei Liu, Yiming Yang, Jamie Callan, Graham Neubig:
PAL: Program-aided Language Models. ICML 2023: 10764-10799 - [c15]Zhen Fan
, Luyu Gao
, Jamie Callan
:
CSurF: Sparse Lexical Retrieval through Contextualized Surface Forms. ICTIR 2023: 65-75 - [c14]Aman Madaan, Niket Tandon, Prakhar Gupta, Skyler Hallinan, Luyu Gao, Sarah Wiegreffe, Uri Alon, Nouha Dziri, Shrimai Prabhumoye, Yiming Yang, Shashank Gupta, Bodhisattwa Prasad Majumder, Katherine Hermann, Sean Welleck, Amir Yazdanbakhsh, Peter Clark:
Self-Refine: Iterative Refinement with Self-Feedback. NeurIPS 2023 - [c13]Luyu Gao
, Xueguang Ma
, Jimmy Lin
, Jamie Callan
:
Tevatron: An Efficient and Flexible Toolkit for Neural Retrieval. SIGIR 2023: 3120-3124 - [i19]Aman Madaan, Niket Tandon, Prakhar Gupta, Skyler Hallinan, Luyu Gao, Sarah Wiegreffe, Uri Alon, Nouha Dziri, Shrimai Prabhumoye, Yiming Yang, Sean Welleck, Bodhisattwa Prasad Majumder, Shashank Gupta, Amir Yazdanbakhsh, Peter Clark:
Self-Refine: Iterative Refinement with Self-Feedback. CoRR abs/2303.17651 (2023) - [i18]Zhengbao Jiang, Frank F. Xu, Luyu Gao, Zhiqing Sun, Qian Liu, Jane Dwivedi-Yu, Yiming Yang, Jamie Callan, Graham Neubig:
Active Retrieval Augmented Generation. CoRR abs/2305.06983 (2023) - [i17]Vijay Viswanathan, Luyu Gao, Tongshuang Wu, Pengfei Liu, Graham Neubig:
DataFinder: Scientific Dataset Recommendation from Natural Language Descriptions. CoRR abs/2305.16636 (2023) - [i16]Ruohong Zhang, Luyu Gao, Chen Zheng, Zhen Fan, Guokun Lai, Zheng Zhang, Fangzhou Ai, Yiming Yang, Hongxia Yang:
A Self-enhancement Approach for Domain-specific Chatbot Training via Knowledge Mining and Digest. CoRR abs/2311.10614 (2023) - 2022
- [c12]Luyu Gao, Jamie Callan:
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval. ACL (1) 2022: 2843-2853 - [c11]Zhengbao Jiang, Luyu Gao, Zhiruo Wang, Jun Araki, Haibo Ding, Jamie Callan, Graham Neubig:
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer. EMNLP 2022: 2336-2349 - [c10]Luyu Gao, Jamie Callan:
Long Document Re-ranking with Modular Re-ranker. SIGIR 2022: 2371-2376 - [i15]Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan:
Tevatron: An Efficient and Flexible Toolkit for Dense Retrieval. CoRR abs/2203.05765 (2022) - [i14]Luyu Gao, Jamie Callan:
Long Document Re-ranking with Modular Re-ranker. CoRR abs/2205.04275 (2022) - [i13]Luyu Gao, Zhuyun Dai, Panupong Pasupat, Anthony Chen, Arun Tejasvi Chaganty, Yicheng Fan, Vincent Y. Zhao, Ni Lao, Hongrae Lee, Da-Cheng Juan, Kelvin Guu:
Attributed Text Generation via Post-hoc Research and Revision. CoRR abs/2210.08726 (2022) - [i12]Luyu Gao, Aman Madaan, Shuyan Zhou, Uri Alon, Pengfei Liu, Yiming Yang, Jamie Callan, Graham Neubig:
PAL: Program-aided Language Models. CoRR abs/2211.10435 (2022) - [i11]Zhengbao Jiang, Luyu Gao, Jun Araki, Haibo Ding, Zhiruo Wang, Jamie Callan, Graham Neubig:
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer. CoRR abs/2212.02027 (2022) - [i10]Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan:
Precise Zero-Shot Dense Retrieval without Relevance Labels. CoRR abs/2212.10496 (2022) - 2021
- [c9]Luyu Gao, Zhuyun Dai, Tongfei Chen, Zhen Fan, Benjamin Van Durme, Jamie Callan:
Complement Lexical Retrieval Model with Semantic Residual Embeddings. ECIR (1) 2021: 146-160 - [c8]Luyu Gao, Zhuyun Dai, Jamie Callan:
Rethink Training of BERT Rerankers in Multi-stage Retrieval Pipeline. ECIR (2) 2021: 280-286 - [c7]Luyu Gao, Jamie Callan:
Condenser: a Pre-training Architecture for Dense Retrieval. EMNLP (1) 2021: 981-993 - [c6]Luyu Gao, Zhuyun Dai, Jamie Callan:
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List. NAACL-HLT 2021: 3030-3042 - [c5]Luyu Gao, Yunyi Zhang, Jiawei Han, Jamie Callan:
Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup. RepL4NLP@ACL-IJCNLP 2021: 316-321 - [i9]Luyu Gao, Yunyi Zhang:
Scaling Deep Contrastive Learning Batch Size with Almost Constant Peak Memory Usage. CoRR abs/2101.06983 (2021) - [i8]Luyu Gao, Zhuyun Dai, Jamie Callan:
Rethink Training of BERT Rerankers in Multi-Stage Retrieval Pipeline. CoRR abs/2101.08751 (2021) - [i7]Luyu Gao, Zhuyun Dai, Jamie Callan:
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List. CoRR abs/2104.07186 (2021) - [i6]Luyu Gao, Jamie Callan:
Is Your Language Model Ready for Dense Representation Fine-tuning? CoRR abs/2104.08253 (2021) - [i5]Luyu Gao, Jamie Callan:
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval. CoRR abs/2108.05540 (2021) - 2020
- [c4]Luyu Gao, Xinyi Wang, Graham Neubig:
Improving Target-side Lexical Transfer in Multilingual Neural Machine Translation. EMNLP (Findings) 2020: 3560-3566 - [c3]Luyu Gao, Zhuyun Dai, Jamie Callan:
Modularized Transfomer-based Ranking Framework. EMNLP (1) 2020: 4180-4190 - [c2]Luyu Gao, Zhuyun Dai, Jamie Callan:
Understanding BERT Rankers Under Distillation. ICTIR 2020: 149-152 - [i4]Luyu Gao, Zhuyun Dai, Jamie Callan:
EARL: Speedup Transformer-based Rankers with Pre-computed Representation. CoRR abs/2004.13313 (2020) - [i3]Luyu Gao, Zhuyun Dai, Zhen Fan, Jamie Callan:
Complementing Lexical Retrieval with Semantic Residual Embedding. CoRR abs/2004.13969 (2020) - [i2]Luyu Gao, Zhuyun Dai, Jamie Callan:
Understanding BERT Rankers Under Distillation. CoRR abs/2007.11088 (2020) - [i1]Luyu Gao, Xinyi Wang, Graham Neubig:
Improving Target-side Lexical Transfer in Multilingual Neural Machine Translation. CoRR abs/2010.01667 (2020)
2010 – 2019
- 2017
- [c1]Luyu Gao, Xing Zhang, Wenbo Wang, Qiangqiang Shen:
Spatiotemporal Traffic Modeling Based on Frequent Pattern Mining in Wireless Cellular Network. iThings/GreenCom/CPSCom/SmartData 2017: 60-67
Coauthor Index
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