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2020 – today
- 2024
[i4]Shiva Kumar Pentyala, Zhichao Wang, Bin Bi, Kiran Ramnath, Xiang-Bo Mao, Regunathan Radhakrishnan, Sitaram Asur, Na Claire Cheng:
PAFT: A Parallel Training Paradigm for Effective LLM Fine-Tuning. CoRR abs/2406.17923 (2024)- [i3]Zhichao Wang, Bin Bi, Shiva Kumar Pentyala, Kiran Ramnath, Sougata Chaudhuri, Shubham Mehrotra, Zixu James Zhu, Xiang-Bo Mao, Sitaram Asur, Na Claire Cheng:
A Comprehensive Survey of LLM Alignment Techniques: RLHF, RLAIF, PPO, DPO and More. CoRR abs/2407.16216 (2024) - [i2]Zhichao Wang, Bin Bi, Zixu Zhu, Xiang-Bo Mao, Jun Wang, Shiyu Wang:
UFT: Unifying Fine-Tuning of SFT and RLHF/DPO/UNA through a Generalized Implicit Reward Function. CoRR abs/2410.21438 (2024) - [i1]Aliyah R. Hsu, James Zhu, Zhichao Wang, Bin Bi, Shubham Mehrotra, Shiva K. Pentyala, Katherine Tan, Xiang-Bo Mao, Roshanak Omrani, Sougata Chaudhuri, Regunathan Radhakrishnan, Sitaram Asur, Claire Na Cheng, Bin Yu:
Rate, Explain and Cite (REC): Enhanced Explanation and Attribution in Automatic Evaluation by Large Language Models. CoRR abs/2411.02448 (2024)
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