cs.CL（2024-07-26）

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支柱九：具身大模型 (Embodied Foundation Models) (14 🔗4)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (14 篇)

#题目一句话要点标签🔗⭐
1 Every Part Matters: Integrity Verification of Scientific Figures Based on Multimodal Large Language Models 提出EPM框架，利用多模态大语言模型验证科学图中图文一致性 large language model multimodal
2 Using Large Language Models for the Interpretation of Building Regulations 利用大型语言模型解释建筑法规，实现自动合规性检查。 large language model chain-of-thought
3 Multimodal Emotion Recognition using Audio-Video Transformer Fusion with Cross Attention 提出AVT-CA模型，利用跨注意力机制的音视频Transformer融合进行多模态情感识别 multimodal ✅
4 ClinicRealm: Re-evaluating Large Language Models with Conventional Machine Learning for Non-Generative Clinical Prediction Tasks ClinicRealm：利用传统机器学习重新评估大型语言模型在非生成临床预测任务中的表现 large language model
5 A Universal Prompting Strategy for Extracting Process Model Information from Natural Language Text using Large Language Models 提出一种通用提示策略，利用大型语言模型从自然语言文本中提取流程模型信息。 large language model
6 A Role-specific Guided Large Language Model for Ophthalmic Consultation Based on Stylistic Differentiation EyeDoctor：基于角色引导的大语言模型用于眼科咨询，提升问答精度。 large language model ✅
7 Towards Effective and Efficient Continual Pre-training of Large Language Models Llama-3持续预训练：增强中文能力与科学推理能力 large language model ✅
8 Creating an Aligned Corpus of Sound and Text: The Multimodal Corpus of Shakespeare and Milton 构建莎士比亚和弥尔顿诗歌的多模态对齐语料库，促进语音与文本研究 multimodal
9 ChatSchema: A pipeline of extracting structured information with Large Multimodal Models based on schema ChatSchema：基于Schema的大型多模态模型医学信息抽取流水线 multimodal
10 Large Language Model Agent in Financial Trading: A Survey 综述：大型语言模型在金融交易中的应用，探索LLM智能体超越专业交易员的可能性。 large language model
11 Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation 提出自适应对比搜索，通过不确定性引导解码提升开放域文本生成质量 large language model
12 Fairness Definitions in Language Models Explained 针对语言模型公平性定义进行系统性综述，并提出基于Transformer架构的新分类方法。 large language model ✅
13 Modular RAG: Transforming RAG Systems into LEGO-like Reconfigurable Frameworks 提出模块化RAG框架，将RAG系统重构为乐高式可配置框架，提升灵活性和可扩展性。 large language model
14 Towards a Multidimensional Evaluation Framework for Empathetic Conversational Systems 提出多维度评估框架，用于全面评估共情对话系统的共情能力。 large language model

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