cs.CL（2025-01-15）

📊 共 18 篇论文

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (15) 支柱二：RL算法与架构 (RL & Architecture) (3)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (15 篇)

#题目一句话要点标签🔗⭐
1 Reassessing the Role of Chain-of-Thought in Sentiment Analysis: Insights and Limitations 重新评估思维链在情感分析中的作用：洞察与局限性 large language model chain-of-thought
2 Learning to Extract Cross-Domain Aspects and Understanding Sentiments Using Large Language Models 利用大型语言模型进行跨领域方面抽取和情感理解，提升ABSA性能。 large language model
3 Enhanced Large Language Models for Effective Screening of Depression and Anxiety EmoScan：利用增强型大语言模型高效筛查抑郁症和焦虑症 large language model
4 Can Large Language Models Predict the Outcome of Judicial Decisions? 提出阿拉伯语法律判决预测数据集，并验证LLaMA-3在法律领域的有效性 large language model
5 Disjoint Processing Mechanisms of Hierarchical and Linear Grammars in Large Language Models 研究揭示大型语言模型中层级语法和线性语法的分离处理机制 large language model
6 LoRS: Efficient Low-Rank Adaptation for Sparse Large Language Model LoRS：面向稀疏大语言模型的高效低秩适配方法 large language model
7 Applying General Turn-taking Models to Conversational Human-Robot Interaction 首次将通用轮流模型应用于人机交互，提升对话流畅性 large language model
8 The Veln(ia)s is in the Details: Evaluating LLM Judgment on Latvian and Lithuanian Short Answer Matching 评估LLM在拉脱维亚语和立陶宛语短答案匹配任务中的性能 large language model
9 Evaluating GenAI for Simplifying Texts for Education: Improving Accuracy and Consistency for Enhanced Readability 评估GenAI在教育文本简化中的应用：提升准确性和一致性以增强可读性 large language model
10 Multilingual LLMs Struggle to Link Orthography and Semantics in Bilingual Word Processing 多语言LLM在双语词汇处理中难以关联正字法与语义 large language model
11 Aegis2.0: A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM Guardrails Aegis2.0：构建多样化AI安全数据集与风险分类体系，用于对齐LLM安全护栏。 large language model
12 GenAI Content Detection Task 3: Cross-Domain Machine-Generated Text Detection Challenge GenAI内容检测挑战：跨领域机器生成文本检测 large language model
13 The Inherent Limits of Pretrained LLMs: The Unexpected Convergence of Instruction Tuning and In-Context Learning Capabilities 揭示预训练LLM的内在局限性：指令调优与上下文学习能力的意外收敛 large language model
14 Knowledge Graph-based Retrieval-Augmented Generation for Schema Matching 提出基于知识图谱检索增强的模式匹配方法KG-RAG4SM，提升复杂场景下的匹配精度。 large language model
15 Assessing the Sensitivity and Alignment of FOL Closeness Metrics 评估一阶逻辑相似度指标的敏感性和对齐性，提升逻辑推理评估质量 large language model

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

#题目一句话要点标签🔗⭐
16 Augmenting Human-Annotated Training Data with Large Language Model Generation and Distillation in Open-Response Assessment 利用大语言模型生成数据增强人工标注数据，提升开放式问答评估性能 distillation large language model
17 Decompose-ToM: Enhancing Theory of Mind Reasoning in Large Language Models through Simulation and Task Decomposition Decompose-ToM：通过模拟和任务分解增强大语言模型中的心智理论推理 world model large language model
18 MAGNET: Augmenting Generative Decoders with Representation Learning and Infilling Capabilities MAGNET：通过表征学习和文本填充增强生成式解码器 representation learning large language model

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