Zhuyun Dai

61 papers A* 14A 4Misc 1Journal 27Unranked 14
YearRankTypeTitle / Venue / Authors
2026 — ed.
Knowledge-Enhanced Information Retrieval - Second International Workshop, KEIR 2025, Lucca, Italy, April 10, 2025, Revised Selected Papers
KEIR
Zihan Wang, Jinyuan Fang, Giacomo Frisoni, Zhuyun Dai, Zaiqiao Meng, Gianluca Moro, Emine Yilmaz
2025 — conf
KEIR @ ECIR 2025: The Second Workshop on Knowledge-Enhanced Information Retrieval.
ECIR (5)
Zihan Wang, Jinyuan Fang, Giacomo Frisoni, Zhuyun Dai, Zaiqiao Meng, Gianluca Moro, Emine Yilmaz
2025 J jnl
KEIR @ ECIR 2025: The Second Workshop on Knowledge-Enhanced Information Retrieval.
CoRR
Zihan Wang, Jinyuan Fang, Giacomo Frisoni, Zhuyun Dai, Zaiqiao Meng, Gianluca Moro, Emine Yilmaz
2025 — conf
LOFT: Scalable and More Realistic Long-Context Evaluation.
NAACL (Findings)
Jinhyuk Lee, Anthony Chen, Zhuyun Dai, Dheeru Dua, Devendra Singh Sachan, Michael Boratko, Yi Luan, Sébastien M. R. Arnold, Vincent Perot, Siddharth Dalmia, Hexiang Hu, Xudong Lin, Panupong Pasupat, Aida Amini, Jeremy R. Cole, Sebastian Riedel, Iftekhar Naim, Ming-Wei Chang, Kelvin Guu
2024 J jnl
Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?
CoRR
Jinhyuk Lee, Anthony Chen, Zhuyun Dai, Dheeru Dua, Devendra Singh Sachan, Michael Boratko, Yi Luan, Sébastien M. R. Arnold, Vincent Perot, Siddharth Dalmia, Hexiang Hu, Xudong Lin, Panupong Pasupat, Aida Amini, Jeremy R. Cole, Sebastian Riedel, Iftekhar Naim, Ming-Wei Chang, Kelvin Guu
2024 J jnl
Dr.ICL: Demonstration-Retrieved In-context Learning.
Data Intell.
Man Luo, Xin Xu, Zhuyun Dai, Panupong Pasupat, Mehran Kazemi, Chitta Baral, Vaiva Imbrasaite, Vincent Y. Zhao
2024 J jnl
Gecko: Versatile Text Embeddings Distilled from Large Language Models.
CoRR
Jinhyuk Lee, Zhuyun Dai, Xiaoqi Ren, Blair Chen, Daniel Cer, Jeremy R. Cole, Kai Hui, Michael Boratko, Rajvi Kapadia, Wen Ding, Yi Luan, Sai Meher Karthik Duddu, Gustavo Hernández Ábrego, Weiqiang Shi, Nithi Gupta, Aditya Kusupati, Prateek Jain, Siddhartha Reddy Jonnalagadda, Ming-Wei Chang, Iftekhar Naim
2024 J jnl
Scaling Instruction-Finetuned Language Models.
J. Mach. Learn. Res.
Hyung Won Chung, Le Hou, Shayne Longpre, Barret Zoph, Yi Tay, William Fedus, Yunxuan Li, Xuezhi Wang, Mostafa Dehghani, Siddhartha Brahma, Albert Webson, Shixiang Shane Gu, Zhuyun Dai, Mirac Suzgun, Xinyun Chen, Aakanksha Chowdhery, Alex Castro-Ros, Marie Pellat, Kevin Robinson, Dasha Valter, Sharan Narang, Gaurav Mishra, Adams Yu, Vincent Y. Zhao, Yanping Huang, Andrew M. Dai, Hongkun Yu, Slav Petrov, Ed H. Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V. Le, Jason Wei
2023 A conf
Aligning Documentation and Q&A Forum through Constrained Decoding with Weak Supervision.
ICSME
Rohith Pudari, Shiyuan Zhou, Iftekhar Ahmed, Zhuyun Dai, Shurui Zhou
2023 J jnl
Dr.ICL: Demonstration-Retrieved In-context Learning.
CoRR
Man Luo, Xin Xu, Zhuyun Dai, Panupong Pasupat, Seyed Mehran Kazemi, Chitta Baral, Vaiva Imbrasaite, Vincent Y. Zhao
2023 — conf
PaRaDe: Passage Ranking using Demonstrations with LLMs.
EMNLP (Findings)
Andrew Drozdov, Honglei Zhuang, Zhuyun Dai, Zhen Qin, Razieh Rahimi, Xuanhui Wang, Dana Alon, Mohit Iyyer, Andrew McCallum, Donald Metzler, Kai Hui
2023 J jnl
PaRaDe: Passage Ranking using Demonstrations with Large Language Models.
CoRR
Andrew Drozdov, Honglei Zhuang, Zhuyun Dai, Zhen Qin, Razieh Rahimi, Xuanhui Wang, Dana Alon, Mohit Iyyer, Andrew McCallum, Donald Metzler, Kai Hui
2023 A* conf
Promptagator: Few-shot Dense Retrieval From 8 Examples.
ICLR
Zhuyun Dai, Vincent Y. Zhao, Ji Ma, Yi Luan, Jianmo Ni, Jing Lu, Anton Bakalov, Kelvin Guu, Keith B. Hall, Ming-Wei Chang
2023 — conf
RARR: Researching and Revising What Language Models Say, Using Language Models.
ACL (1)
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
2023 A* conf
Rethinking the Role of Token Retrieval in Multi-Vector Retrieval.
NeurIPS
Jinhyuk Lee, Zhuyun Dai, Sai Meher Karthik Duddu, Tao Lei, Iftekhar Naim, Ming-Wei Chang, Vincent Y. Zhao
2023 J jnl
Rethinking the Role of Token Retrieval in Multi-Vector Retrieval.
CoRR
Jinhyuk Lee, Zhuyun Dai, Sai Meher Karthik Duddu, Tao Lei, Iftekhar Naim, Ming-Wei Chang, Vincent Y. Zhao
2022 J jnl
Attributed Text Generation via Post-hoc Research and Revision.
CoRR
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
2022 A* conf
Dialog Inpainting: Turning Documents into Dialogs.
ICML
Zhuyun Dai, Arun Tejasvi Chaganty, Vincent Y. Zhao, Aida Amini, Qazi Mamunur Rashid, Mike Green, Kelvin Guu
2022 J jnl
Dialog Inpainting: Turning Documents into Dialogs.
CoRR
Zhuyun Dai, Arun Tejasvi Chaganty, Vincent Y. Zhao, Aida Amini, Qazi Mamunur Rashid, Mike Green, Kelvin Guu
2022 A* conf
Large Dual Encoders Are Generalizable Retrievers.
EMNLP
Jianmo Ni, Chen Qu, Jing Lu, Zhuyun Dai, Gustavo Hernández Ábrego, Ji Ma, Vincent Y. Zhao, Yi Luan, Keith B. Hall, Ming-Wei Chang, Yinfei Yang
2022 J jnl
Multi-Vector Retrieval as Sparse Alignment.
CoRR
Yujie Qian, Jinhyuk Lee, Sai Meher Karthik Duddu, Zhuyun Dai, Siddhartha Brahma, Iftekhar Naim, Tao Lei, Vincent Y. Zhao
2022 J jnl
Promptagator: Few-shot Dense Retrieval From 8 Examples.
CoRR
Zhuyun Dai, Vincent Y. Zhao, Ji Ma, Yi Luan, Jianmo Ni, Jing Lu, Anton Bakalov, Kelvin Guu, Keith B. Hall, Ming-Wei Chang
2022 J jnl
Scaling Instruction-Finetuned Language Models.
CoRR
Hyung Won Chung, Le Hou, Shayne Longpre, Barret Zoph, Yi Tay, William Fedus, Eric Li, Xuezhi Wang, Mostafa Dehghani, Siddhartha Brahma, Albert Webson, Shixiang Shane Gu, Zhuyun Dai, Mirac Suzgun, Xinyun Chen, Aakanksha Chowdhery, Sharan Narang, Gaurav Mishra, Adams Yu, Vincent Y. Zhao, Yanping Huang, Andrew M. Dai, Hongkun Yu, Slav Petrov, Ed H. Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V. Le, Jason Wei
2021 — conf
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List.
NAACL-HLT
Luyu Gao, Zhuyun Dai, Jamie Callan
2021 J jnl
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List.
CoRR
Luyu Gao, Zhuyun Dai, Jamie Callan
2021 — conf
Complement Lexical Retrieval Model with Semantic Residual Embeddings.
ECIR (1)
Luyu Gao, Zhuyun Dai, Tongfei Chen, Zhen Fan, Benjamin Van Durme, Jamie Callan
2021 J jnl
Large Dual Encoders Are Generalizable Retrievers.
CoRR
Jianmo Ni, Chen Qu, Jing Lu, Zhuyun Dai, Gustavo Hernández Ábrego, Ji Ma, Vincent Y. Zhao, Yi Luan, Keith B. Hall, Ming-Wei Chang, Yinfei Yang
2021 — conf
PGT: Pseudo Relevance Feedback Using a Graph-Based Transformer.
ECIR (2)
HongChien Yu, Zhuyun Dai, Jamie Callan
2021 J jnl
PGT: Pseudo Relevance Feedback Using a Graph-Based Transformer.
CoRR
HongChien Yu, Zhuyun Dai, Jamie Callan
2021 J jnl
Rethink Training of BERT Rerankers in Multi-Stage Retrieval Pipeline.
CoRR
Luyu Gao, Zhuyun Dai, Jamie Callan
2021 — conf
Rethink Training of BERT Rerankers in Multi-stage Retrieval Pipeline.
ECIR (2)
Luyu Gao, Zhuyun Dai, Jamie Callan
2020 J jnl
CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search.
CoRR
Chenyan Xiong, Zhenghao Liu, Si Sun, Zhuyun Dai, Kaitao Zhang, Shi Yu, Zhiyuan Liu, Hoifung Poon, Jianfeng Gao, Paul Bennett
2020 J jnl
Complementing Lexical Retrieval with Semantic Residual Embedding.
CoRR
Luyu Gao, Zhuyun Dai, Zhen Fan, Jamie Callan
2020 A* conf
Context-Aware Document Term Weighting for Ad-Hoc Search.
WWW
Zhuyun Dai, Jamie Callan
2020 A* conf
Context-Aware Term Weighting For First Stage Passage Retrieval.
SIGIR
Zhuyun Dai, Jamie Callan
2020 J jnl
EARL: Speedup Transformer-based Rankers with Pre-computed Representation.
CoRR
Luyu Gao, Zhuyun Dai, Jamie Callan
2020 A* conf
Efficiency Implications of Term Weighting for Passage Retrieval.
SIGIR
Joel M. Mackenzie, Zhuyun Dai, Luke Gallagher, Jamie Callan
2020 — conf
Generalizing Open Domain Fact Extraction and Verification to COVID-FACT thorough In-Domain Language Modeling.
EMNLP (Findings)
Zhenghao Liu, Chenyan Xiong, Zhuyun Dai, Si Sun, Maosong Sun, Zhiyuan Liu
2020 — conf
Modularized Transfomer-based Ranking Framework.
EMNLP (1)
Luyu Gao, Zhuyun Dai, Jamie Callan
2020 — conf
Rethinking Query Expansion for BERT Reranking.
ECIR (2)
Ramith Padaki, Zhuyun Dai, Jamie Callan
2020 A* conf
Summarizing and Exploring Tabular Data in Conversational Search.
SIGIR
Shuo Zhang, Zhuyun Dai, Krisztian Balog, Jamie Callan
2020 J jnl
Summarizing and Exploring Tabular Data in Conversational Search.
CoRR
Shuo Zhang, Zhuyun Dai, Krisztian Balog, Jamie Callan
2020 Misc conf
Understanding BERT Rankers Under Distillation.
ICTIR
Luyu Gao, Zhuyun Dai, Jamie Callan
2020 J jnl
Understanding BERT Rankers Under Distillation.
CoRR
Luyu Gao, Zhuyun Dai, Jamie Callan
2019 — conf
An Evaluation of Weakly-Supervised DeepCT in the TREC 2019 Deep Learning Track.
TREC
Zhuyun Dai, Jamie Callan
2019 J jnl
Context-Aware Sentence/Passage Term Importance Estimation For First Stage Retrieval.
CoRR
Zhuyun Dai, Jamie Callan
2019 A* conf
Deeper Text Understanding for IR with Contextual Neural Language Modeling.
SIGIR
Zhuyun Dai, Jamie Callan
2019 J jnl
Deeper Text Understanding for IR with Contextual Neural Language Modeling.
CoRR
Zhuyun Dai, Jamie Callan
2019 A* conf
Local Matching Networks for Engineering Diagram Search.
WWW
Zhuyun Dai, Zhen Fan, Hafeezul Rahman, Jamie Callan
2018 A* conf
Consistency and Variation in Kernel Neural Ranking Model.
SIGIR
Mary Arpita Pyreddy, Varshini Ramaseshan, Narendra Nath Joshi, Zhuyun Dai, Chenyan Xiong, Jamie Callan, Zhiyuan Liu
2018 J jnl
Consistency and Variation in Kernel Neural Ranking Model.
CoRR
Mary Arpita Pyreddy, Varshini Ramaseshan, Narendra Nath Joshi, Zhuyun Dai, Chenyan Xiong, Jamie Callan, Zhiyuan Liu
2018 A conf
Convolutional Neural Networks for Soft-Matching N-Grams in Ad-hoc Search.
WSDM
Zhuyun Dai, Chenyan Xiong, Jamie Callan, Zhiyuan Liu
2018 A conf
Inverted List Caching for Topical Index Shards.
ECIR
Zhuyun Dai, Jamie Callan
2018 J jnl
Where is this? Video geolocation based on neural network features.
CoRR
Salvador Medina, Zhuyun Dai, Yingkai Gao
2017 — conf
An Evaluation of the Kernel Based Neural Ranking Model in NTCIR-13 WWW.
NTCIR
Zhuyun Dai, Chenyan Xiong, Jamie Callan
2017 A* conf
End-to-End Neural Ad-hoc Ranking with Kernel Pooling.
SIGIR
Chenyan Xiong, Zhuyun Dai, Jamie Callan, Zhiyuan Liu, Russell Power
2017 J jnl
End-to-End Neural Ad-hoc Ranking with Kernel Pooling.
CoRR
Chenyan Xiong, Zhuyun Dai, Jamie Callan, Zhiyuan Liu, Russell Power
2017 A* conf
Learning To Rank Resources.
SIGIR
Zhuyun Dai, Yubin Kim, Jamie Callan
2016 A conf
Query-Biased Partitioning for Selective Search.
CIKM
Zhuyun Dai, Chenyan Xiong, Jamie Callan
2015 A* conf
How Random Decisions Affect Selective Distributed Search.
SIGIR
Zhuyun Dai, Yubin Kim, Jamie Callan
2014 — conf
A management model for SDN-based data center networks.
INFOCOM Workshops
Yifei Xu, Yue Yan, Zhuyun Dai, Xiaolin Wang