基本信息
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Bio
My research aims to improve language understanding in tody's information retrieval systems, towards building the next-generation information assistant systems that can help people access the world's knowledge in seamless ways. To achieve my goals, I combine advances in deep learning and NLP with insights from information retrieval and large-scale distributed systems. The methods I developed enable information retrieval systems to understand people better, retrieve more accurate documents, and present results in more natural ways.
Research Interests
Papers共 49 篇Author StatisticsCo-AuthorSimilar Experts
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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
CoRR (2024)
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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 Hernandez Abrego, Weiqiang Shi, Nithi Gupta,Aditya Kusupati,Prateek Jain, Siddhartha Reddy Jonnalagadda,Ming-Wei Chang,Iftekhar Naim
arXiv (Cornell University) (2024)
Hyung Won Chung,Le Hou,Shayne Longpre,Barret Zoph, Yi Tai,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 Zhao,Yanping Huang,Andrew Dai,Hongkun Yu,Slav Petrov,Ed H. Chi,Jeff Dean,Jacob Devlin,Adam Roberts,Denny Zhou,Quoc Le,Jason Wei
JOURNAL OF MACHINE LEARNING RESEARCH (2024)
CoRR (2023)
NeurIPS 2023 (2023)
IEEE International Conference on Software Maintenance and Evolutionpp.346-351, (2023)
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Author Statistics
#Papers: 49
#Citation: 4901
H-Index: 22
G-Index: 49
Sociability: 5
Diversity: 0
Activity: 1
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