cs.CL（2025-05-04）

📊 共 13 篇论文 | 🔗 1 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (12 🔗1) 支柱二：RL算法与架构 (RL & Architecture) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (12 篇)

#题目一句话要点标签🔗⭐
1 LecEval: An Automated Metric for Multimodal Knowledge Acquisition in Multimedia Learning 提出LecEval以解决多模态知识获取评估问题 large language model multimodal ✅
2 Analyzing Cognitive Differences Among Large Language Models through the Lens of Social Worldview 提出社会世界观分类法以分析大型语言模型的认知差异 large language model
3 Personalisation or Prejudice? Addressing Geographic Bias in Hate Speech Detection using Debias Tuning in Large Language Models 提出去偏见调优以解决仇恨言论检测中的地理偏见问题 large language model
4 Adaptive Thinking via Mode Policy Optimization for Social Language Agents 提出自适应模式学习以解决社交语言代理的推理深度问题 chain-of-thought
5 QiMeng-Xpiler: Transcompiling Tensor Programs for Deep Learning Systems with a Neural-Symbolic Approach 提出QiMeng-Xpiler以解决异构深度学习系统的编程负担问题 large language model
6 LLM-OptiRA: LLM-Driven Optimization of Resource Allocation for Non-Convex Problems in Wireless Communications 提出LLM-OptiRA以解决无线通信中的非凸资源分配问题 large language model
7 A New HOPE: Domain-agnostic Automatic Evaluation of Text Chunking 提出HOPE评估方法以优化文本分块策略 large language model
8 Decoding Open-Ended Information Seeking Goals from Eye Movements in Reading 提出基于眼动数据的开放式信息寻求目标解码方法 multimodal
9 Probing Audio-Generation Capabilities of Text-Based Language Models 探讨文本基础语言模型的音频生成能力 large language model
10 Measuring Hong Kong Massive Multi-Task Language Understanding 提出HKMMLU基准以解决香港多语言理解评估不足问题 large language model
11 Identifying Legal Holdings with LLMs: A Systematic Study of Performance, Scale, and Memorization 通过LLMs识别法律判决，提升法律分析的准确性 large language model
12 Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair Use 提出基于法律结构的检索增强生成方法以解决版权合理使用问题 chain-of-thought

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

#题目一句话要点标签🔗⭐
13 Exploring the Potential of Offline RL for Reasoning in LLMs: A Preliminary Study 探索离线强化学习提升大语言模型推理能力 reinforcement learning offline RL DPO

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