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cs.LG2026
Equilibrium Residuals Expose Three Regimes of Matrix-Game Strategic Reasoning in Language Models
Wenhua Nie, Binhan Luo, Zijie Meng +2
Large language models can score well on named game-theory benchmarks while failing on the same strategic computation once semantic cues are removed. We show this gap with procedura…
cs.LG2025
RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services
Fei Zhao, Chonggang Lu, Yue Wang +22
As a primary medium for modern information dissemination, social networking services (SNS) have experienced rapid growth, which has proposed significant challenges for platform con…