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Yu Bai

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Text2Data: Low-Resource Data Generation with Textual Control

Feb 08, 2024
Shiyu Wang, Yihao Feng, Tian Lan, Ning Yu, Yu Bai, Ran Xu, Huan Wang, Caiming Xiong, Silvio Savarese

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Analyzing Task-Encoding Tokens in Large Language Models

Jan 20, 2024
Yu Bai, Heyan Huang, Cesare Spinoso-Di Piano, Marc-Antoine Rondeau, Sanxing Chen, Yang Gao, Jackie Chi Kit Cheung

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Is Inverse Reinforcement Learning Harder than Standard Reinforcement Learning?

Nov 29, 2023
Lei Zhao, Mengdi Wang, Yu Bai

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How Do Transformers Learn In-Context Beyond Simple Functions? A Case Study on Learning with Representations

Oct 16, 2023
Tianyu Guo, Wei Hu, Song Mei, Huan Wang, Caiming Xiong, Silvio Savarese, Yu Bai

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Transformers as Decision Makers: Provable In-Context Reinforcement Learning via Supervised Pretraining

Oct 12, 2023
Licong Lin, Yu Bai, Song Mei

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An Empirical Study of NetOps Capability of Pre-Trained Large Language Models

Sep 19, 2023
Yukai Miao, Yu Bai, Li Chen, Dan Li, Haifeng Sun, Xizheng Wang, Ziqiu Luo, Yanyu Ren, Dapeng Sun, Xiuting Xu, Qi Zhang, Chao Xiang, Xinchi Li

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What can a Single Attention Layer Learn? A Study Through the Random Features Lens

Jul 21, 2023
Hengyu Fu, Tianyu Guo, Yu Bai, Song Mei

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Sample-Efficient Learning of POMDPs with Multiple Observations In Hindsight

Jul 06, 2023
Jiacheng Guo, Minshuo Chen, Huan Wang, Caiming Xiong, Mengdi Wang, Yu Bai

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Automatic Speech Recognition of Non-Native Child Speech for Language Learning Applications

Jun 29, 2023
Simone Wills, Yu Bai, Cristian Tejedor-Garcia, Catia Cucchiarini, Helmer Strik

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