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cs.CL2025
Optimal Aggregation of LLM and PRM Signals for Efficient Test-Time Scaling
Peng Kuang, Yanli Wang, Xiaoyu Han +3
Process reward models (PRMs) are a cornerstone of test-time scaling (TTS), designed to verify and select the best responses from large language models (LLMs). However, this promise…
cs.CL2023
Code Search Debiasing:Improve Search Results beyond Overall Ranking Performance
Sheng Zhang, Hui Li, Yanlin Wang +4
Code search engine is an essential tool in software development. Many code search methods have sprung up, focusing on the overall ranking performance of code search. In this paper,…