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papers

Publications (10)

MedConv: Convolutions Beat Transformers on Long-Tailed Bone Density Prediction

Xuyin Qi, Zeyu Zhang, Huazhan Zheng +19

MedPRMBench: A Fine-grained Benchmark for Process Reward Models in Medical Reasoning

Lingyan Wu, Xiang Zheng, Weiqi Zhai +5

Unmasking Reasoning Processes: A Process-aware Benchmark for Evaluating Structural Mathematical Reasoning in LLMs

Xiang Zheng, Weiqi Zhai, Wei Wang +15

Agentic Proposing: Enhancing Large Language Model Reasoning via Compositional Skill Synthesis

Zhengbo Jiao, Shaobo Wang, Zifan Zhang +5

Out-of-Distribution Generalization in Text Classification: Past, Present, and Future

Linyi Yang, Yaoxiao Song, Xuan Ren +6

You Can Generate It Again: Data-to-Text Generation with Verification and Correction Prompting

Xuan Ren, Zeyu Zhang, Lingqiao Liu

Discovering Millions of Interpretable Features with Sparse Autoencoders

XinYang He, Wei Wang, Bing Zhao +5

I Learn Better If You Speak My Language: Understanding the Superior Performance of Fine-Tuning Large Language Models with LLM-Generated Responses

Xuan Ren, Biao Wu, Lingqiao Liu

Efficient Response Generation Strategy Selection for Fine-Tuning Large Language Models Through Self-Aligned Perplexity

Xuan Ren, Qi Chen, Lingqiao Liu

Right Answer, Wrong Method: Shortcut Hacking Misleads the Evaluation of LLM Reasoning on Frontier Science Benchmarks

Xuan Ren, Weiqi Zhai, Tianle Pu +3