2 papers
cs.MA2026
Self-Evolving Multi-Agent Framework for Efficient Decision Making in Real-Time Strategy Scenarios
Li Ma, Hao Peng, Yiming Wang +6
Large language models (LLMs) have demonstrated exceptional potential in complex reasoning,pioneering a new paradigm for autonomous agent decision making in dynamic settings. Howeve…
cs.CL2025
Dialogues Aspect-based Sentiment Quadruple Extraction via Structural Entropy Minimization Partitioning
Kun Peng, Cong Cao, Hao Peng +5
Dialogues Aspect-based Sentiment Quadruple Extraction (DiaASQ) aims to extract all target-aspect-opinion-sentiment quadruples from a given multi-round, multi-participant dialogue.…