cs.CL（2024-04-27）

📊 共 17 篇论文 | 🔗 1 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (12) 支柱二：RL算法与架构 (RL & Architecture) (5 🔗1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (12 篇)

#题目一句话要点标签🔗⭐
1 MediFact at MEDIQA-M3G 2024: Medical Question Answering in Dermatology with Multimodal Learning 提出弱监督学习方法以解决皮肤病医学问答问题 multimodal
2 Automating Customer Needs Analysis: A Comparative Study of Large Language Models in the Travel Industry 比较大型语言模型以自动化旅行客户需求分析 large language model
3 Detection of Conspiracy Theories Beyond Keyword Bias in German-Language Telegram Using Large Language Models 提出基于大语言模型的德语阴谋论检测方法 large language model
4 Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors 提出Micre框架以提升零样本和少样本关系抽取性能 large language model
5 Empirical Analysis of Dialogue Relation Extraction with Large Language Models 利用大语言模型提升对话关系抽取性能 large language model
6 Building a Large Japanese Web Corpus for Large Language Models 构建大型日语网络语料库以提升日语大语言模型性能 large language model
7 Scaffold-BPE: Enhancing Byte Pair Encoding for Large Language Models with Simple and Effective Scaffold Token Removal 提出Scaffold-BPE以解决BPE频率不平衡问题 large language model
8 Temporal Scaling Law for Large Language Models 提出时间缩放法则以优化大语言模型的超参数选择 large language model
9 T-CLAP: Temporal-Enhanced Contrastive Language-Audio Pretraining 提出T-CLAP以解决音频与语言特征时间信息捕捉不足问题 large language model
10 Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction 提出回忆-检索-推理框架以提升上下文关系抽取能力 large language model
11 MRScore: Evaluating Radiology Report Generation with LLM-based Reward System 提出MRScore以解决放射科报告生成评估问题 large language model
12 Enhancing Pre-Trained Generative Language Models with Question Attended Span Extraction on Machine Reading Comprehension 提出问题关注的跨度提取模块以提升生成语言模型在机器阅读理解中的表现 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (5 篇)

#题目一句话要点标签🔗⭐
13 Revisiting Multimodal Emotion Recognition in Conversation from the Perspective of Graph Spectrum 提出GS-MCC框架以解决多模态对话情感识别中的信息捕捉问题 contrastive learning motion prediction multimodal
14 Tool Calling: Enhancing Medication Consultation via Retrieval-Augmented Large Language Models 提出工具调用机制以增强医疗咨询中的药物知识检索 distillation large language model
15 VANER: Leveraging Large Language Model for Versatile and Adaptive Biomedical Named Entity Recognition 提出VANER以解决生物医学命名实体识别的通用性问题 representation learning large language model
16 Revisiting Multi-modal Emotion Learning with Broad State Space Models and Probability-guidance Fusion 提出Broad Mamba以提升多模态情感识别性能 Mamba SSM state space model
17 PromptCL: Improving Event Representation via Prompt Template and Contrastive Learning 提出PromptCL以解决短文本事件表示学习问题 representation learning contrastive learning ✅

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