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Sentiment Sextuple Extraction on PanoSent 1.0 (test)

47.38Avg F1 (Sextuple Micro & Identification)MSGR+SFT-Qwen3-8B+HLOS
44.405645.177845.9546.7222Dec 27, 2025

Evaluation results

MethodLinks
MSGR+SFT-Qwen3-8B+HLOSModules=MSGR + HLOS, Backbone=SFT-Qwen3-8B2025.1247.38
SFT-Qwen3-8B+HLOSModule=Hybrid LLM Optimization Strategy (HLOS), Backbone=SFT-Qwen3-8B2025.1247.3
MSGR+SFT-Qwen3-8BModule=Multi-Sampling Generation and Refinement (MSGR), Backbone=SFT-Qwen3-8B2025.1244.97
SFT-Qwen3-8BTraining=Supervised Fine-Tuning, Backbone=Qwen3-8B2025.1244.52