cs.CL（2024-12-28）

📊 共 7 篇论文

🎯 兴趣领域导航

#	题目	一句话要点	标签
1	Large Language Models for Mathematical Analysis	提出DEMI-MathAnalysis数据集并设计引导框架，提升LLM在数学分析问题上的证明能力	large language model
2	Scoring with Large Language Models: A Study on Measuring Empathy of Responses in Dialogues	利用大语言模型进行评分：对话中衡量回应同理心的研究	large language model
3	Comparative Analysis of Listwise Reranking with Large Language Models in Limited-Resource Language Contexts	研究表明，大型语言模型显著提升低资源非洲语言的列表式重排序性能	large language model
4	Bridging Context Gaps: Enhancing Comprehension in Long-Form Social Conversations Through Contextualized Excerpts	提出基于LLM的上下文增强方法，提升长篇社交对话片段的理解、可读性和共情能力。	large language model
5	LLM Reasoning Engine: Specialized Training for Enhanced Mathematical Reasoning	提出LLM推理引擎，通过专业训练增强大语言模型数学推理能力	large language model
6	STAYKATE: Hybrid In-Context Example Selection Combining Representativeness Sampling and Retrieval-based Approach -- A Case Study on Science Domains	STAYKATE：结合代表性采样与检索的混合上下文示例选择方法，应用于科学领域信息抽取。	large language model

#	题目	一句话要点	标签	🔗	⭐
7	No Preference Left Behind: Group Distributional Preference Optimization	提出GDPO以解决语言模型对群体偏好分布建模不足的问题	DPO direct preference optimization