cs.CL（2024-05-20）

📊 共 18 篇论文 | 🔗 4 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (16 🔗4) 支柱一：机器人控制 (Robot Control) (1) 支柱二：RL算法与架构 (RL & Architecture) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (16 篇)

#题目一句话要点标签🔗⭐
1 CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models CLAMBER：构建评估大语言模型识别和澄清歧义信息需求的基准 large language model chain-of-thought ✅
2 WisPerMed at BioLaySumm: Adapting Autoregressive Large Language Models for Lay Summarization of Scientific Articles WisPerMed团队利用微调LLM解决生物医学领域科研文章的通俗化摘要生成问题 large language model
3 A review on the use of large language models as virtual tutors 综述：大型语言模型作为虚拟 tutor 在教育领域的应用 large language model
4 Large Language Models for Medicine: A Survey 综述性论文：探讨大型语言模型在医疗领域的应用与挑战 large language model
5 Token-wise Influential Training Data Retrieval for Large Language Models 提出RapidIn框架，用于高效检索影响LLM生成的训练数据。 large language model
6 CT-Eval: Benchmarking Chinese Text-to-Table Performance in Large Language Models 提出CT-Eval中文文本到表格数据集，用于评估和提升大语言模型在此任务上的性能。 large language model
7 DOP: Diagnostic-Oriented Prompting for Large Language Models in Mathematical Correction 提出面向诊断的提示方法(DOP)，提升大语言模型在数学问题纠错中的能力 large language model ✅
8 STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents 提出Style方法，提升大语言模型驱动的对话Agent在未见领域的澄清提问能力 large language model
9 Can AI Relate: Testing Large Language Model Response for Mental Health Support 评估大型语言模型在心理健康支持中的应用，揭示潜在的公平性问题。 large language model
10 xFinder: Large Language Models as Automated Evaluators for Reliable Evaluation xFinder：利用大语言模型作为自动评估器，提升LLM评估的可靠性 large language model
11 Large language models for newspaper sentiment analysis during COVID-19: The Guardian 利用大型语言模型分析新冠疫情期间《卫报》新闻情感倾向 large language model
12 MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning MoRA：通过高秩更新实现参数高效的大模型微调 large language model
13 Fennec: Fine-grained Language Model Evaluation and Correction Extended through Branching and Bridging Fennec：通过分支与桥接扩展的细粒度语言模型评估与修正框架 large language model ✅
14 Question-Based Retrieval using Atomic Units for Enterprise RAG 针对企业RAG，提出基于原子单元的问题检索方法，提升检索准确率 large language model
15 MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark 提出MathBench，用于全面评估LLM在理论和应用数学方面的能力 large language model ✅
16 Distributional Semantics, Holism, and the Instability of Meaning 研究词语意义分布模型的不稳定性，并提出差分不稳定性概念以应对意义变化。 large language model

🔬 支柱一：机器人控制 (Robot Control) (1 篇)

#题目一句话要点标签🔗⭐
17 Unveiling and Manipulating Prompt Influence in Large Language Models 提出Token Distribution Dynamics (TDD)方法，用于揭示和操控大语言模型中Prompt的影响力。 manipulation large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (1 篇)

#题目一句话要点标签🔗⭐
18 RNG: Reducing Multi-level Noise and Multi-grained Semantic Gap for Joint Multimodal Aspect-Sentiment Analysis RNG：通过减少多层噪声和多粒度语义差距，实现联合多模态方面情感分析 contrastive learning multimodal

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