Zhuyun Dai

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 53

Top Topics

Pseudo Relevance Feedback

Top Venues

Publications

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
Gecko: Versatile Text Embeddings Distilled from Large Language Models. CoRR (2024)
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
Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More? CoRR (2024)
Zhuyun Dai, Vincent Y. Zhao, Ji Ma, Yi Luan, Jianmo Ni, Jing Lu, Anton Bakalov, Kelvin Guu, Keith B. Hall, Ming-Wei Chang
Promptagator: Few-shot Dense Retrieval From 8 Examples. ICLR (2023)
Andrew Drozdov, Honglei Zhuang, Zhuyun Dai, Zhen Qin, Razieh Rahimi, Xuanhui Wang, Dana Alon, Mohit Iyyer, Andrew McCallum, Donald Metzler, Kai Hui
PaRaDe: Passage Ranking using Demonstrations with Large Language Models. CoRR (2023)
Jinhyuk Lee, Zhuyun Dai, Sai Meher Karthik Duddu, Tao Lei, Iftekhar Naim, Ming-Wei Chang, Vincent Zhao
Rethinking the Role of Token Retrieval in Multi-Vector Retrieval. NeurIPS (2023)
Andrew Drozdov, Honglei Zhuang, Zhuyun Dai, Zhen Qin, Razieh Rahimi, Xuanhui Wang, Dana Alon, Mohit Iyyer, Andrew McCallum, Donald Metzler, Kai Hui
PaRaDe: Passage Ranking using Demonstrations with LLMs. EMNLP (Findings) (2023)
Rohith Pudari, Shiyuan Zhou, Iftekhar Ahmed, Zhuyun Dai, Shurui Zhou
Aligning Documentation and Q&A Forum through Constrained Decoding with Weak Supervision. ICSME (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)
Jinhyuk Lee, Zhuyun Dai, Sai Meher Karthik Duddu, Tao Lei, Iftekhar Naim, Ming-Wei Chang, Vincent Y. Zhao
Rethinking the Role of Token Retrieval in Multi-Vector Retrieval. CoRR (2023)
Man Luo, Xin Xu, Zhuyun Dai, Panupong Pasupat, Seyed Mehran Kazemi, Chitta Baral, Vaiva Imbrasaite, Vincent Y. Zhao
Dr.ICL: Demonstration-Retrieved In-context Learning. CoRR (2023)
Zhuyun Dai, Arun Tejasvi Chaganty, Vincent Y. Zhao, Aida Amini, Qazi Mamunur Rashid, Mike Green, Kelvin Guu
Dialog Inpainting: Turning Documents into Dialogs. CoRR (2022)
Zhuyun Dai, Arun Tejasvi Chaganty, Vincent Y. Zhao, Aida Amini, Qazi Mamunur Rashid, Mike Green, Kelvin Guu
Dialog Inpainting: Turning Documents into Dialogs. ICML (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)
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
Scaling Instruction-Finetuned Language Models. CoRR (2022)
Zhuyun Dai, Vincent Y. Zhao, Ji Ma, Yi Luan, Jianmo Ni, Jing Lu, Anton Bakalov, Kelvin Guu, Keith B. Hall, Ming-Wei Chang
Promptagator: Few-shot Dense Retrieval From 8 Examples. CoRR (2022)
Jianmo Ni, Chen Qu, Jing Lu, Zhuyun Dai, Gustavo Hernández Abrego, Ji Ma, Vincent Y. Zhao, Yi Luan, Keith B. Hall, Ming-Wei Chang, Yinfei Yang
Large Dual Encoders Are Generalizable Retrievers. EMNLP (2022)
Yujie Qian, Jinhyuk Lee, Sai Meher Karthik Duddu, Zhuyun Dai, Siddhartha Brahma, Iftekhar Naim, Tao Lei, Vincent Y. Zhao
Multi-Vector Retrieval as Sparse Alignment. CoRR (2022)
HongChien Yu, Zhuyun Dai, Jamie Callan
PGT: Pseudo Relevance Feedback Using a Graph-Based Transformer. CoRR (2021)
Luyu Gao, Zhuyun Dai, Jamie Callan
Rethink Training of BERT Rerankers in Multi-stage Retrieval Pipeline. ECIR (2) (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)
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
Large Dual Encoders Are Generalizable Retrievers. CoRR (2021)
Luyu Gao, Zhuyun Dai, Jamie Callan
Rethink Training of BERT Rerankers in Multi-Stage Retrieval Pipeline. CoRR (2021)
HongChien Yu, Zhuyun Dai, Jamie Callan
PGT: Pseudo Relevance Feedback Using a Graph-Based Transformer. ECIR (2) (2021)
Luyu Gao, Zhuyun Dai, Jamie Callan
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List. NAACL-HLT (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)
Ramith Padaki, Zhuyun Dai, Jamie Callan
Rethinking Query Expansion for BERT Reranking. ECIR (2) (2020)
Shuo Zhang, Zhuyun Dai, Krisztian Balog, Jamie Callan
Summarizing and Exploring Tabular Data in Conversational Search. SIGIR (2020)
Luyu Gao, Zhuyun Dai, Jamie Callan
Understanding BERT Rankers Under Distillation. ICTIR (2020)
Zhenghao Liu, Chenyan Xiong, Zhuyun Dai, Si Sun, Maosong Sun, Zhiyuan Liu
Generalizing Open Domain Fact Extraction and Verification to COVID-FACT thorough In-Domain Language Modeling. EMNLP (Findings) (2020)
Joel M. Mackenzie, Zhuyun Dai, Luke Gallagher, Jamie Callan
Efficiency Implications of Term Weighting for Passage Retrieval. SIGIR (2020)
Luyu Gao, Zhuyun Dai, Jamie Callan
Understanding BERT Rankers Under Distillation. CoRR (2020)
Chenyan Xiong, Zhenghao Liu, Si Sun, Zhuyun Dai, Kaitao Zhang, Shi Yu, Zhiyuan Liu, Hoifung Poon, Jianfeng Gao, Paul Bennett
CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search. CoRR (2020)
Zhuyun Dai, Jamie Callan
Context-Aware Document Term Weighting for Ad-Hoc Search. WWW (2020)
Zhuyun Dai, Jamie Callan
Context-Aware Term Weighting For First Stage Passage Retrieval. SIGIR (2020)
Luyu Gao, Zhuyun Dai, Jamie Callan
EARL: Speedup Transformer-based Rankers with Pre-computed Representation. CoRR (2020)
Shuo Zhang, Zhuyun Dai, Krisztian Balog, Jamie Callan
Summarizing and Exploring Tabular Data in Conversational Search. CoRR (2020)
Zhuyun Dai, Zhen Fan, Hafeezul Rahman, Jamie Callan
Local Matching Networks for Engineering Diagram Search. WWW (2019)
Zhuyun Dai, Jamie Callan
Context-Aware Sentence/Passage Term Importance Estimation For First Stage Retrieval. CoRR (2019)
Zhuyun Dai, Jamie Callan
An Evaluation of Weakly-Supervised DeepCT in the TREC 2019 Deep Learning Track. TREC (2019)
Zhuyun Dai, Jamie Callan
Deeper Text Understanding for IR with Contextual Neural Language Modeling. SIGIR (2019)
Zhuyun Dai, Jamie Callan
Deeper Text Understanding for IR with Contextual Neural Language Modeling. CoRR (2019)
Mary Arpita Pyreddy, Varshini Ramaseshan, Narendra Nath Joshi, Zhuyun Dai, Chenyan Xiong, Jamie Callan, Zhiyuan Liu
Consistency and Variation in Kernel Neural Ranking Model. SIGIR (2018)
Zhuyun Dai, Chenyan Xiong, Jamie Callan, Zhiyuan Liu
Convolutional Neural Networks for Soft-Matching N-Grams in Ad-hoc Search. WSDM (2018)
Salvador Medina, Zhuyun Dai, Yingkai Gao
Where is this? Video geolocation based on neural network features. CoRR (2018)
Mary Arpita Pyreddy, Varshini Ramaseshan, Narendra Nath Joshi, Zhuyun Dai, Chenyan Xiong, Jamie Callan, Zhiyuan Liu
Consistency and Variation in Kernel Neural Ranking Model. CoRR (2018)
Zhuyun Dai, Jamie Callan
Inverted List Caching for Topical Index Shards. ECIR (2018)
Chenyan Xiong, Zhuyun Dai, Jamie Callan, Zhiyuan Liu, Russell Power
End-to-End Neural Ad-hoc Ranking with Kernel Pooling. SIGIR (2017)
Chenyan Xiong, Zhuyun Dai, Jamie Callan, Zhiyuan Liu, Russell Power
End-to-End Neural Ad-hoc Ranking with Kernel Pooling. CoRR (2017)
Zhuyun Dai, Yubin Kim, Jamie Callan
Learning To Rank Resources. SIGIR (2017)
Zhuyun Dai, Chenyan Xiong, Jamie Callan
An Evaluation of the Kernel Based Neural Ranking Model in NTCIR-13 WWW. NTCIR (2017)
Zhuyun Dai, Chenyan Xiong, Jamie Callan
Query-Biased Partitioning for Selective Search. CIKM (2016)
Zhuyun Dai, Yubin Kim, Jamie Callan
How Random Decisions Affect Selective Distributed Search. SIGIR (2015)
Yifei Xu, Yue Yan, Zhuyun Dai, Xiaolin Wang
A management model for SDN-based data center networks. INFOCOM Workshops (2014)