cs.CL（2025-05-03）

📊 共 9 篇论文 | 🔗 1 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (8 🔗1) 支柱二：RL算法与架构 (RL & Architecture) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (8 篇)

#题目一句话要点标签🔗⭐
1 Adaptive Token Boundaries: Integrating Human Chunking Mechanisms into Multimodal LLMs 提出动态跨模态标记化框架以提升多模态LLMs性能 large language model multimodal
2 Accelerating Large Language Model Reasoning via Speculative Search 提出Speculative Search以加速大语言模型推理 large language model
3 A Multimodal Framework for Explainable Evaluation of Soft Skills in Educational Environments 提出模糊逻辑框架以解决教育环境中软技能评估问题 multimodal
4 Same evaluation, more tokens: On the effect of input length for machine translation evaluation using Large Language Models 提出长文本翻译评估方法以解决长度偏差问题 large language model
5 Efficient Shapley Value-based Non-Uniform Pruning of Large Language Models 提出基于Shapley值的非均匀剪枝方法以优化大语言模型 large language model
6 A Survey on Inference Engines for Large Language Models: Perspectives on Optimization and Efficiency 评估大型语言模型推理引擎以优化效率和成本 large language model ✅
7 $\textit{New News}$: System-2 Fine-tuning for Robust Integration of New Knowledge 提出System-2微调方法以解决新知识整合问题 large language model
8 Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of LLMs 提出ICRT框架以解决LLMs的安全机制脆弱问题 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🔗⭐
9 High-Fidelity Pseudo-label Generation by Large Language Models for Training Robust Radiology Report Classifiers 提出DeBERTa-RAD以解决胸部X光报告自动标注问题 distillation large language model

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