Luyu Gao

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 43

Top Topics

Maximal Marginal Relevance

Retrieval Model

Top Venues

Publications

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 (2024)
Minyang Tian, Luyu Gao, Shizhuo Dylan Zhang, Xinan Chen, Cunwei Fan, Xuefei Guo, Roland Haas, Pan Ji, Kittithat Krongchon, Yao Li, Shengyan Liu, Di Luo, Yutao Ma, Hao Tong, Kha Trinh, Chenyu Tian, Zihan Wang, Bohao Wu, Yanyu Xiong, Shengzhu Yin, Minhui Zhu, Kilian Lieret, Yanxin Lu, Genglin Liu, Yufeng Du, Tianhua Tao, Ofir Press, Jamie Callan, Eliu A. Huerta, Hao Peng
SciCode: A Research Coding Benchmark Curated by Scientists. CoRR (2024)
Tianjun Zhang, Aman Madaan, Luyu Gao, Steven Zheng, Swaroop Mishra, Yiming Yang, Niket Tandon, Uri Alon
In-Context Principle Learning from Mistakes. CoRR (2024)
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 (2023)
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)
Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan
Precise Zero-Shot Dense Retrieval without Relevance Labels. ACL (1) (2023)
Vijay Viswanathan, Luyu Gao, Tongshuang Wu, Pengfei Liu, Graham Neubig
DataFinder: Scientific Dataset Recommendation from Natural Language Descriptions. ACL (1) (2023)
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)
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 (2023)
Zhen Fan, Luyu Gao, Rohan Jha, Jamie Callan
COILcr: Efficient Semantic Matching in Contextualized Exact Match Retrieval. ECIR (1) (2023)
Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan
Tevatron: An Efficient and Flexible Toolkit for Neural Retrieval. SIGIR (2023)
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)
Vijay Viswanathan, Luyu Gao, Tongshuang Wu, Pengfei Liu, Graham Neubig
DataFinder: Scientific Dataset Recommendation from Natural Language Descriptions. CoRR (2023)
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 (2023)
Luyu Gao, Aman Madaan, Shuyan Zhou, Uri Alon, Pengfei Liu, Yiming Yang, Jamie Callan, Graham Neubig
PAL: Program-aided Language Models. ICML (2023)
Zhen Fan, Luyu Gao, Jamie Callan
CSurF: Sparse Lexical Retrieval through Contextualized Surface Forms. ICTIR (2023)
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 (2022)
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 (2022)
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)
Luyu Gao, Aman Madaan, Shuyan Zhou, Uri Alon, Pengfei Liu, Yiming Yang, Jamie Callan, Graham Neubig
PAL: Program-aided Language Models. CoRR (2022)
Luyu Gao, Jamie Callan
Long Document Re-ranking with Modular Re-ranker. CoRR (2022)
Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan
Precise Zero-Shot Dense Retrieval without Relevance Labels. CoRR (2022)
Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan
Tevatron: An Efficient and Flexible Toolkit for Dense Retrieval. CoRR (2022)
Luyu Gao, Jamie Callan
Long Document Re-ranking with Modular Re-ranker. SIGIR (2022)
Luyu Gao, Jamie Callan
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval. ACL (1) (2022)
Luyu Gao, Yunyi Zhang, Jiawei Han, Jamie Callan
Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup. RepL4NLP@ACL-IJCNLP (2021)
Luyu Gao, Zhuyun Dai, Jamie Callan
Rethink Training of BERT Rerankers in Multi-stage Retrieval Pipeline. ECIR (2) (2021)
Luyu Gao, Jamie Callan
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval. CoRR (2021)
Luyu Gao, Jamie Callan
Condenser: a Pre-training Architecture for Dense Retrieval. EMNLP (1) (2021)
Luyu Gao, Zhuyun Dai, Jamie Callan
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List. CoRR (2021)
Luyu Gao, Zhuyun Dai, Tongfei Chen, Zhen Fan, Benjamin Van Durme, Jamie Callan
Complement Lexical Retrieval Model with Semantic Residual Embeddings. ECIR (1) (2021)
Luyu Gao, Jamie Callan
Is Your Language Model Ready for Dense Representation Fine-tuning? CoRR (2021)
Luyu Gao, Zhuyun Dai, Jamie Callan
Rethink Training of BERT Rerankers in Multi-Stage Retrieval Pipeline. CoRR (2021)
Luyu Gao, Zhuyun Dai, Jamie Callan
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List. NAACL-HLT (2021)
Luyu Gao, Yunyi Zhang
Scaling Deep Contrastive Learning Batch Size with Almost Constant Peak Memory Usage. CoRR (2021)
Luyu Gao, Zhuyun Dai, Zhen Fan, Jamie Callan
Complementing Lexical Retrieval with Semantic Residual Embedding. CoRR (2020)
Luyu Gao, Zhuyun Dai, Jamie Callan
Modularized Transfomer-based Ranking Framework. EMNLP (1) (2020)
Luyu Gao, Zhuyun Dai, Jamie Callan
Understanding BERT Rankers Under Distillation. ICTIR (2020)
Luyu Gao, Xinyi Wang, Graham Neubig
Improving Target-side Lexical Transfer in Multilingual Neural Machine Translation. EMNLP (Findings) (2020)
Luyu Gao, Xinyi Wang, Graham Neubig
Improving Target-side Lexical Transfer in Multilingual Neural Machine Translation. CoRR (2020)
Luyu Gao, Zhuyun Dai, Jamie Callan
Understanding BERT Rankers Under Distillation. CoRR (2020)
Luyu Gao, Zhuyun Dai, Jamie Callan
EARL: Speedup Transformer-based Rankers with Pre-computed Representation. CoRR (2020)
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)