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Yikang Shen

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Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision

Mar 14, 2024
Zhiqing Sun, Longhui Yu, Yikang Shen, Weiyang Liu, Yiming Yang, Sean Welleck, Chuang Gan

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Scattered Mixture-of-Experts Implementation

Mar 13, 2024
Shawn Tan, Yikang Shen, Rameswar Panda, Aaron Courville

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API Pack: A Massive Multilingual Dataset for API Call Generation

Feb 16, 2024
Zhen Guo, Adriana Meza Soria, Wei Sun, Yikang Shen, Rameswar Panda

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Diversity Measurement and Subset Selection for Instruction Tuning Datasets

Feb 04, 2024
Peiqi Wang, Yikang Shen, Zhen Guo, Matthew Stallone, Yoon Kim, Polina Golland, Rameswar Panda

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Improving Reinforcement Learning from Human Feedback with Efficient Reward Model Ensemble

Jan 30, 2024
Shun Zhang, Zhenfang Chen, Sunli Chen, Yikang Shen, Zhiqing Sun, Chuang Gan

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Structured Code Representations Enable Data-Efficient Adaptation of Code Language Models

Jan 19, 2024
Mayank Agarwal, Yikang Shen, Bailin Wang, Yoon Kim, Jie Chen

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Gated Linear Attention Transformers with Hardware-Efficient Training

Dec 24, 2023
Songlin Yang, Bailin Wang, Yikang Shen, Rameswar Panda, Yoon Kim

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CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding

Nov 06, 2023
Junyan Li, Delin Chen, Yining Hong, Zhenfang Chen, Peihao Chen, Yikang Shen, Chuang Gan

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Adaptive Online Replanning with Diffusion Models

Oct 14, 2023
Siyuan Zhou, Yilun Du, Shun Zhang, Mengdi Xu, Yikang Shen, Wei Xiao, Dit-Yan Yeung, Chuang Gan

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Autonomous Tree-search Ability of Large Language Models

Oct 14, 2023
Zheyu Zhang, Zhuorui Ye, Yikang Shen, Chuang Gan

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