cs.CL（2026-01-02）

📊 共 5 篇论文 | 🔗 1 篇有代码

🎯 兴趣领域导航

#	题目	一句话要点	标签	🔗
1	Exploring the Performance of Large Language Models on Subjective Span Identification Tasks	探索大语言模型在主观文本跨度识别任务中的性能表现	large language model chain-of-thought
2	Probabilistic Guarantees for Reducing Contextual Hallucinations in LLMs	提出一种概率保证框架，用于降低LLM在确定性任务中的上下文幻觉	large language model
3	Beyond IVR: Benchmarking Customer Support LLM Agents for Business-Adherence	JourneyBench：面向业务合规性的客户支持LLM智能体评测基准	large language model
4	InfoSynth: Information-Guided Benchmark Synthesis for LLMs	InfoSynth：信息论指导的LLM基准自动合成框架	large language model	✅

#	题目	一句话要点	标签	🔗	⭐
5	Physio-DPO: Aligning Large Language Models with the Protein Energy Landscape to Eliminate Structural Hallucinations	Physio-DPO：通过蛋白质能量景观对齐大语言模型，消除结构幻觉	PPO DPO direct preference optimization