cs.CL（2023-12-17）

📊 共 9 篇论文 | 🔗 2 篇有代码

🎯 兴趣领域导航

#	题目	一句话要点	标签	🔗
1	RoleCraft-GLM: Advancing Personalized Role-Playing in Large Language Models	RoleCraft-GLM：提升大型语言模型中个性化角色扮演能力	large language model
2	Demystifying Instruction Mixing for Fine-tuning Large Language Models	研究指令混合对大型语言模型微调的影响，揭示不同指令类型间的相互作用。	large language model
3	Multi-Label Classification of COVID-Tweets Using Large Language Models	利用大型语言模型进行COVID相关推文的多标签分类，提升疫苗态度分析精度。	large language model	✅
4	Do LLMs Work on Charts? Designing Few-Shot Prompts for Chart Question Answering and Summarization	提出PromptChart框架以解决图表问答与总结问题	large language model multimodal
5	Decoding Concerns: Multi-label Classification of Vaccine Sentiments in Social Media	提出基于Transformer的多标签分类器，用于识别社交媒体中疫苗相关情感倾向	large language model
6	kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning	提出kNN-ICL，通过近邻检索增强LLM在面向任务的组合语义解析泛化能力。	large language model
7	HyperPIE: Hyperparameter Information Extraction from Scientific Publications	HyperPIE：从科学出版物中提取超参数信息，提升科研知识自动化。	large language model	✅

#	题目	一句话要点	标签	🔗	⭐
8	DER-GCN: Dialogue and Event Relation-Aware Graph Convolutional Neural Network for Multimodal Dialogue Emotion Recognition	提出DER-GCN以解决多模态对话情感识别中的事件关系忽视问题	representation learning contrastive learning multimodal
9	Mixed Distillation Helps Smaller Language Model Better Reasoning	提出混合蒸馏框架，提升小模型在推理任务上的性能，超越GPT-3.5-Turbo。	distillation large language model chain-of-thought