cs.CL（2025-05-01）

📊 共 19 篇论文 | 🔗 2 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (15 🔗2) 支柱二：RL算法与架构 (RL & Architecture) (4)

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

#题目一句话要点标签🔗⭐
1 Reasoning Capabilities and Invariability of Large Language Models 提出新的基准数据集以评估大型语言模型的推理能力 large language model chain-of-thought
2 Sentient Agent as a Judge: Evaluating Higher-Order Social Cognition in Large Language Models 提出SAGE框架以评估大型语言模型的高阶社会认知能力 large language model
3 Steering Large Language Models with Register Analysis for Arbitrary Style Transfer 提出基于语域分析的提示方法以解决任意风格转移问题 large language model
4 Large Language Models Understanding: an Inherent Ambiguity Barrier 提出内在模糊性障碍以解决大型语言模型理解问题 large language model
5 Block Circulant Adapter for Large Language Models 提出基于块循环矩阵的适配器以降低大语言模型微调成本 large language model
6 A Comparative Study of Large Language Models and Human Personality Traits 提出分布式人格框架以分析大型语言模型的人格特征 large language model
7 Triggering Hallucinations in LLMs: A Quantitative Study of Prompt-Induced Hallucination in Large Language Models 提出基于提示的框架以量化大型语言模型的幻觉问题 large language model
8 Red Teaming Large Language Models for Healthcare 通过红队测试识别医疗领域大型语言模型的脆弱性 large language model
9 Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions 提出记忆操作分类以优化AI系统中的记忆管理 large language model ✅
10 On the generalization of language models from in-context learning and finetuning: a controlled study 提出新方法以改善语言模型的泛化能力 large language model
11 The Illusion of Role Separation: Hidden Shortcuts in LLM Role Learning (and How to Fix Them) 提出通过调整输入编码增强LLM角色分离能力以解决多角色行为一致性问题 large language model
12 FreqKV: Frequency Domain Key-Value Compression for Efficient Context Window Extension 提出FreqKV以实现高效的上下文窗口扩展 large language model
13 MoxE: Mixture of xLSTM Experts with Entropy-Aware Routing for Efficient Language Modeling 提出MoxE以解决大规模语言模型的效率与可扩展性问题 large language model
14 LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey 提出LLM-HAS以解决自主代理的可靠性与安全性问题 large language model ✅
15 KoACD: The First Korean Adolescent Dataset for Cognitive Distortion Analysis via Role-Switching Multi-LLM Negotiation 提出KoACD数据集以解决青少年认知扭曲分析问题 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (4 篇)

#题目一句话要点标签🔗⭐
16 DeepCritic: Deliberate Critique with Large Language Models 提出DeepCritic以解决LLM输出反馈不足问题 reinforcement learning large language model
17 FineScope : Precision Pruning for Domain-Specialized Large Language Models Using SAE-Guided Self-Data Cultivation 提出FineScope以解决大语言模型领域特定适应问题 distillation large language model
18 CSE-SFP: Enabling Unsupervised Sentence Representation Learning via a Single Forward Pass 提出CSE-SFP以解决无监督句子表示学习效率问题 representation learning contrastive learning
19 100 Days After DeepSeek-R1: A Survey on Replication Studies and More Directions for Reasoning Language Models 综述复制研究与推理语言模型的未来方向 reinforcement learning large language model

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