2 papers
cs.LG2025
From Solving to Verifying: A Unified Objective for Robust Reasoning in LLMs
Xiaoxuan Wang, Bo Liu, Song Jiang +4
The reasoning capabilities of large language models (LLMs) have been significantly improved through reinforcement learning (RL). Nevertheless, LLMs still struggle to consistently v…
cs.SD2025
Acoustic Overspecification in Electronic Dance Music Taxonomy
Weilun Xu, Tianhao Dai, Oscar Goudet +1
Electronic Dance Music (EDM) classification typically relies on industry-defined taxonomies, with current supervised approaches naturally assuming the validity of prescribed subgen…