cs.CL（2024-03-26）

📊 共 33 篇论文 | 🔗 5 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (30 🔗5) 支柱二：RL算法与架构 (RL & Architecture) (3)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (30 篇)

#题目一句话要点标签🔗⭐
1 Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models 提出Chain-of-Action框架以解决多模态问答中的不实与推理不足问题 large language model multimodal
2 Robust and Scalable Model Editing for Large Language Models 提出EREN以解决大语言模型编辑的可扩展性与鲁棒性问题 large language model ✅
3 Neural Multimodal Topic Modeling: A Comprehensive Evaluation 提出多模态主题建模方法以解决文本与图像数据整合问题 multimodal
4 Large Language Models Produce Responses Perceived to be Empathic 大型语言模型生成的同理心回应提升人际支持效果 large language model
5 Juru: Legal Brazilian Large Language Model from Reputable Sources 提出Juru模型以解决法律领域大语言模型预训练成本高的问题 large language model ✅
6 Large Language Models for Education: A Survey and Outlook 综述大型语言模型在教育中的应用与挑战 large language model
7 Enhancing Legal Document Retrieval: A Multi-Phase Approach with Large Language Models 提出多阶段方法以提升法律文档检索精度 large language model
8 A Large Language Model Guided Topic Refinement Mechanism for Short Text Modeling 提出话题精炼机制以解决短文本建模问题 large language model
9 m3P: Towards Multimodal Multilingual Translation with Multimodal Prompt 提出m3P以解决多语言翻译中的模态差异问题 multimodal
10 Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency 利用大型语言模型提升金融数据标注效率与效果 large language model
11 Constructions Are So Difficult That Even Large Language Models Get Them Right for the Wrong Reasons 提出小型挑战数据集以揭示语言模型的偏差问题 large language model
12 Naive Bayes-based Context Extension for Large Language Models 提出基于朴素贝叶斯的上下文扩展方法以解决大语言模型的示范限制问题 large language model ✅
13 Large Language Models Are State-of-the-Art Evaluator for Grammatical Error Correction 利用大型语言模型提升语法错误纠正的评估效果 large language model
14 ILLUMINER: Instruction-tuned Large Language Models as Few-shot Intent Classifier and Slot Filler 提出ILLUMINER以解决意图分类和槽填充问题 large language model
15 PCToolkit: A Unified Plug-and-Play Prompt Compression Toolkit of Large Language Models 提出PCToolkit以解决大语言模型的提示压缩问题 large language model
16 Disambiguate Entity Matching using Large Language Models through Relation Discovery 提出基于关系发现的实体匹配方法以解决模糊性问题 large language model
17 Don't Listen To Me: Understanding and Exploring Jailbreak Prompts of Large Language Models 提出系统化方法以理解和生成大型语言模型的越狱提示 large language model
18 Common Ground Tracking in Multimodal Dialogue 提出一种方法以自动识别多模态对话中的共同认知 multimodal
19 COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning 提出COIG-CQIA以解决中文指令微调数据集不足问题 large language model ✅
20 Supervisory Prompt Training 提出监督提示训练以自动生成高效提示 large language model
21 Language Models for Text Classification: Is In-Context Learning Enough? 评估语言模型在文本分类中的有效性与局限性 large language model
22 ChatGPT Rates Natural Language Explanation Quality Like Humans: But on Which Scales? 提出多尺度评估方法以提升ChatGPT对自然语言解释质量的判断 large language model
23 JMultiWOZ: A Large-Scale Japanese Multi-Domain Task-Oriented Dialogue Dataset 构建JMultiWOZ以推动日语多领域任务导向对话系统研究 large language model
24 For those who don't know (how) to ask: Building a dataset of technology questions for digital newcomers 构建数字新手技术问题数据集以解决提问障碍 large language model
25 ChatGPT Role-play Dataset: Analysis of User Motives and Model Naturalness 提出ChatGPT角色扮演数据集以分析用户动机与模型自然性 large language model
26 Verbing Weirds Language (Models): Evaluation of English Zero-Derivation in Five LLMs 评估五种大型语言模型对英语零派生的理解能力 large language model
27 "You are an expert annotator": Automatic Best-Worst-Scaling Annotations for Emotion Intensity Modeling 提出基于最佳-最差标注的情感强度自动标注方法 large language model
28 RuBia: A Russian Language Bias Detection Dataset 提出RuBia数据集以解决俄语偏见检测问题 large language model
29 DGoT: Dynamic Graph of Thoughts for Scientific Abstract Generation 提出动态思维图DGoT以降低科学摘要生成成本 large language model ✅
30 Project MOSLA: Recording Every Moment of Second Language Acquisition 提出Project MOSLA以全面记录第二语言习得过程 multimodal

🔬 支柱二：RL算法与架构 (RL & Architecture) (3 篇)

#题目一句话要点标签🔗⭐
31 KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning 提出KDMCSE以解决多模态句子嵌入中的负样本噪声问题 contrastive learning distillation multimodal
32 InternLM2 Technical Report 提出InternLM2以解决开源大语言模型性能不足问题 reinforcement learning RLHF large language model
33 HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification 提出HILL以解决层次文本分类中的信息损失问题 representation learning contrastive learning

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