cs.CL（2026-05-15）

📊 共 19 篇论文 | 🔗 3 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (18 🔗3) 支柱二：RL算法与架构 (RL & Architecture) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (18 篇)

#题目一句话要点标签🔗⭐
1 ASRU: Activation Steering Meets Reinforcement Unlearning for Multimodal Large Language Models ASRU：激活引导与强化解学习相结合，提升多模态大语言模型的解学习效果 large language model multimodal
2 Few-Shot Large Language Models for Actionable Triage Categorization of Online Patient Inquiries 利用少量样本的大语言模型进行在线患者咨询的可执行分诊分类 large language model
3 Syntax Without Semantics: Teaching Large Language Models to Code in an Unseen Language 研究表明大语言模型在未见语言的代码生成中存在语义理解鸿沟 large language model
4 DebiasRAG: A Tuning-Free Path to Fair Generation in Large Language Models through Retrieval-Augmented Generation 提出DebiasRAG，通过检索增强生成实现大语言模型中的无调优公平生成。 large language model
5 Can Large Language Models Imitate Human Speech for Clinical Assessment? LLM-Driven Data Augmentation for Cognitive Score Prediction 提出基于LLM的数据增强框架，提升认知障碍语音评估的准确性 large language model
6 SMMBench: A Benchmark for Source-Distributed Multimodal Agent Memory 提出SMMBench基准，评估智能体在多源异构信息下的多模态记忆能力 multimodal ✅
7 Evaluating Chinese Ambiguity Understanding in Large Language Models 提出CHA-Gen数据集，评估大语言模型对中文歧义的理解能力 large language model
8 MHGraphBench: Knowledge Graph-Grounded Benchmarking of Mental Health Knowledge in Large Language Models MHGraphBench：基于知识图谱评估大语言模型在精神健康知识方面的能力 large language model
9 Measuring Maximum Activations in Open Large Language Models 测量开放大语言模型中的最大激活值，揭示模型特性与低比特部署的关系 large language model ✅
10 Linked Multi-Model Data on Russian Domestic and Foreign Policy Speeches 构建俄罗斯政务多模态关联数据集，促进政治传播研究与LLM应用。 large language model multimodal
11 Response-Conditioned Parallel-to-Sequential Orchestration for Multi-Agent Systems Nexa：响应条件并行-串行编排框架，提升多智能体系统协作效率 large language model
12 Improving Cross-Cultural Survey Simulation with Calibrated Value Personas 提出基于校准价值角色模型的跨文化调查模拟方法，提升LLM在不同文化背景下的预测准确性。 large language model
13 Conversations in Space: Structuring Non-Linear LLM Interactions on a Canvas 提出CanvasConvo以解决线性对话结构限制问题 large language model
14 DimMem: Dimensional Structuring for Efficient Long-Term Agent Memory 提出DimMem以解决长效记忆的效率与准确性问题 large language model ✅
15 Contexting as Recommendation: Evolutionary Collaborative Filtering for Context Engineering 提出NCCE框架，将上下文工程转化为推荐问题，实现LLM的个性化上下文优化。 large language model
16 Toward LLMs Beyond English-Centric Development 揭示大语言模型英语中心化偏差，强调多语言独立发展的重要性 large language model
17 PSD: Pushing the Pareto Frontier of Diffusion LLMs via Parallel Speculative Decoding 提出并行推测解码（PSD）框架，提升扩散LLM推理效率与生成质量的帕累托最优 large language model
18 DetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text Detection 提出DetectRL-X基准，评估多语言和真实场景下LLM生成文本检测器的可靠性。 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🔗⭐
19 Towards Generalization of Block Attention via Automatic Segmentation and Block Distillation 提出基于自动分段和块蒸馏的块注意力泛化方法，提升长文本处理效率。 distillation

⬅️ 返回 cs.CL 首页 · 🏠 返回主页