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Kai Hui
ORCID
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 21
Top Topics
Pseudo Feedback
Pairwise
Query Expansion
Invariant Representations
Top Venues
CoRR
NeurIPS
EMNLP
ACL (Findings)
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Publications
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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)
Xuanang Chen
,
Ben He
,
Kai Hui
,
Le Sun
,
Yingfei Sun
Dealing with textual noise for robust and effective BERT re-ranking.
Inf. Process. Manag.
60 (1) (2023)
Zhen Qin
,
Rolf Jagerman
,
Rama Kumar Pasumarthi
,
Honglei Zhuang
,
He Zhang
,
Aijun Bai
,
Kai Hui
,
Le Yan
,
Xuanhui Wang
RD-Suite: A Benchmark for Ranking Distillation.
NeurIPS
(2023)
Ruicheng Xian
,
Honglei Zhuang
,
Zhen Qin
,
Hamed Zamani
,
Jing Lu
,
Ji Ma
,
Kai Hui
,
Han Zhao
,
Xuanhui Wang
,
Michael Bendersky
Learning List-Level Domain-Invariant Representations for Ranking.
NeurIPS
(2023)
Minghan Li
,
Honglei Zhuang
,
Kai Hui
,
Zhen Qin
,
Jimmy Lin
,
Rolf Jagerman
,
Xuanhui Wang
,
Michael Bendersky
Generate, Filter, and Fuse: Query Expansion via Multi-Step Keyword Generation for Zero-Shot Neural Rankers.
CoRR
(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)
Ronak Pradeep
,
Kai Hui
,
Jai Gupta
,
Ádám D. Lelkes
,
Honglei Zhuang
,
Jimmy Lin
,
Donald Metzler
,
Vinh Q. Tran
How Does Generative Retrieval Scale to Millions of Passages?
EMNLP
(2023)
Honglei Zhuang
,
Zhen Qin
,
Kai Hui
,
Junru Wu
,
Le Yan
,
Xuanhui Wang
,
Michael Bendersky
Beyond Yes and No: Improving Zero-Shot LLM Rankers via Scoring Fine-Grained Relevance Labels.
CoRR
(2023)
Ronak Pradeep
,
Kai Hui
,
Jai Gupta
,
Ádám Dániel Lelkes
,
Honglei Zhuang
,
Jimmy Lin
,
Donald Metzler
,
Vinh Q. Tran
How Does Generative Retrieval Scale to Millions of Passages?
CoRR
(2023)
Honglei Zhuang
,
Zhen Qin
,
Rolf Jagerman
,
Kai Hui
,
Ji Ma
,
Jing Lu
,
Jianmo Ni
,
Xuanhui Wang
,
Michael Bendersky
RankT5: Fine-Tuning T5 for Text Ranking with Ranking Losses.
SIGIR
(2023)
Zhen Qin
,
Rolf Jagerman
,
Rama Kumar Pasumarthi
,
Honglei Zhuang
,
He Zhang
,
Aijun Bai
,
Kai Hui
,
Le Yan
,
Xuanhui Wang
RD-Suite: A Benchmark for Ranking Distillation.
CoRR
(2023)
Zhen Qin
,
Rolf Jagerman
,
Kai Hui
,
Honglei Zhuang
,
Junru Wu
,
Jiaming Shen
,
Tianqi Liu
,
Jialu Liu
,
Donald Metzler
,
Xuanhui Wang
,
Michael Bendersky
Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting.
CoRR
(2023)
Bernd Bohnet
,
Vinh Q. Tran
,
Pat Verga
,
Roee Aharoni
,
Daniel Andor
,
Livio Baldini Soares
,
Jacob Eisenstein
,
Kuzman Ganchev
,
Jonathan Herzig
,
Kai Hui
,
Tom Kwiatkowski
,
Ji Ma
,
Jianmo Ni
,
Tal Schuster
,
William W. Cohen
,
Michael Collins
,
Dipanjan Das
,
Donald Metzler
,
Slav Petrov
,
Kellie Webster
Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models.
CoRR
(2022)
Kai Hui
,
Honglei Zhuang
,
Tao Chen
,
Zhen Qin
,
Jing Lu
,
Dara Bahri
,
Ji Ma
,
Jai Prakash Gupta
,
Cícero Nogueira dos Santos
,
Yi Tay
,
Donald Metzler
ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference.
ACL (Findings)
(2022)
Vamsi Aribandi
,
Yi Tay
,
Tal Schuster
,
Jinfeng Rao
,
Huaixiu Steven Zheng
,
Sanket Vaibhav Mehta
,
Honglei Zhuang
,
Vinh Q. Tran
,
Dara Bahri
,
Jianmo Ni
,
Jai Prakash Gupta
,
Kai Hui
,
Sebastian Ruder
,
Donald Metzler
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning.
ICLR
(2022)
Ruicheng Xian
,
Honglei Zhuang
,
Zhen Qin
,
Hamed Zamani
,
Jing Lu
,
Ji Ma
,
Kai Hui
,
Han Zhao
,
Xuanhui Wang
,
Michael Bendersky
Learning List-Level Domain-Invariant Representations for Ranking.
CoRR
(2022)
Xiaoyang Chen
,
Kai Hui
,
Ben He
,
Xianpei Han
,
Le Sun
,
Zheng Ye
Incorporating Ranking Context for End-to-End BERT Re-ranking.
ECIR (1)
(2022)
Yi Tay
,
Vinh Tran
,
Mostafa Dehghani
,
Jianmo Ni
,
Dara Bahri
,
Harsh Mehta
,
Zhen Qin
,
Kai Hui
,
Zhe Zhao
,
Jai Prakash Gupta
,
Tal Schuster
,
William W. Cohen
,
Donald Metzler
Transformer Memory as a Differentiable Search Index.
NeurIPS
(2022)
Kai Hui
,
Tao Chen
,
Zhen Qin
,
Honglei Zhuang
,
Fernando Diaz
,
Mike Bendersky
,
Don Metzler
Retrieval Augmentation for T5 Re-ranker using External Sources.
CoRR
(2022)
Kai Hui
,
Honglei Zhuang
,
Tao Chen
,
Zhen Qin
,
Jing Lu
,
Dara Bahri
,
Ji Ma
,
Jai Prakash Gupta
,
Cícero Nogueira dos Santos
,
Yi Tay
,
Don Metzler
ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference.
CoRR
(2022)
Honglei Zhuang
,
Zhen Qin
,
Rolf Jagerman
,
Kai Hui
,
Ji Ma
,
Jing Lu
,
Jianmo Ni
,
Xuanhui Wang
,
Michael Bendersky
RankT5: Fine-Tuning T5 for Text Ranking with Ranking Losses.
CoRR
(2022)