Search Results for author: Tianhao Hu

Found 4 papers, 4 papers with code

Self-playing Adversarial Language Game Enhances LLM Reasoning

1 code implementation16 Apr 2024 Pengyu Cheng, Tianhao Hu, Han Xu, Zhisong Zhang, Yong Dai, Lei Han, Nan Du

Hence, we are curious about whether LLMs' reasoning ability can be further enhanced by Self-Play in this Adversarial language Game (SPAG).

On Diversified Preferences of Large Language Model Alignment

1 code implementation12 Dec 2023 Dun Zeng, Yong Dai, Pengyu Cheng, Longyue Wang, Tianhao Hu, Wanshun Chen, Nan Du, Zenglin Xu

Our analysis reveals a correlation between the calibration performance of reward models (RMs) and the alignment performance of LLMs.

Language Modelling Large Language Model

Adversarial Preference Optimization

1 code implementation14 Nov 2023 Pengyu Cheng, Yifan Yang, Jian Li, Yong Dai, Tianhao Hu, Peixin Cao, Nan Du

Human preference alignment is essential to improve the interaction quality of large language models (LLMs).

Solving Elliptic Problems with Singular Sources using Singularity Splitting Deep Ritz Method

1 code implementation7 Sep 2022 Tianhao Hu, Bangti Jin, Zhi Zhou

Extensive numerical experiments in two- and multi-dimensional spaces with point sources, line sources or their combinations are presented to illustrate the efficiency of the proposed approach, and a comparative study with several existing approaches based on neural networks is also given, which shows clearly its competitiveness for the specific class of problems.

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