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Multiple Choice Question Answering on CTQA

66.5AccuracyT3LLM
35.343.451.559.6Dec 27, 2025

Evaluation results

MethodLinks
T3LLMworker_llm=DeepSeek-R1, student_llm=Qwen2.5-14B-Instruct, fine_tune_method=LoRA, lora_rank=64, lora_alpha=1282025.1266.5
ChatTS2025.1246.7
TSEnc2025.1239.9
TSCoT+2025.1239.3
TSCoT2025.1239
Time-MQAimplementation=our implementation2025.1237.1
ChatTime2025.1236.6
TSTxt2025.1236.5