cs.CL（2023-10-01）

📊 共 11 篇论文 | 🔗 1 篇有代码

🎯 兴趣领域导航

#	题目	一句话要点	标签	🔗
1	FELM: Benchmarking Factuality Evaluation of Large Language Models	提出FELM基准以评估大型语言模型的事实性	large language model chain-of-thought
2	RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models	提出RoleLLM框架以优化大型语言模型的角色扮演能力	large language model
3	Meta Semantic Template for Evaluation of Large Language Models	提出MSTemp以评估大型语言模型的语义理解能力	large language model
4	Adaptive-Solver Framework for Dynamic Strategy Selection in Large Language Model Reasoning	提出自适应求解框架以解决大语言模型推理中的策略选择问题	large language model	✅
5	BooookScore: A systematic exploration of book-length summarization in the era of LLMs	提出BooookScore以解决书籍摘要生成中的一致性问题	large language model
6	GrowLength: Accelerating LLMs Pretraining by Progressively Growing Training Length	提出GrowLength以加速大语言模型的预训练过程	large language model
7	SELF: Self-Evolution with Language Feedback	提出SELF框架以实现大语言模型的自我进化	large language model
8	Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals	提出基于LLM的反事实生成方法以解决NLP模型解释问题	large language model

#	题目	一句话要点	标签
9	Parameter-Efficient Tuning Helps Language Model Alignment	提出MEET方法以解决语言模型对人类偏好的对齐问题	reinforcement learning RLHF DPO
10	Siamese Representation Learning for Unsupervised Relation Extraction	提出一种新的Siamese表示学习框架以解决无监督关系抽取问题	representation learning contrastive learning PULSE
11	Adapting LLM Agents with Universal Feedback in Communication	提出LTC方法以优化LLM代理的反馈学习	teacher-student large language model