cs.CL（2024-11-23）

📊 共 8 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) (7 🔗1) 支柱二：RL算法与架构 (RL & Architecture) (1 🔗1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (7 篇)

#题目一句话要点标签🔗⭐
1 Exploring Large Language Models for Multimodal Sentiment Analysis: Challenges, Benchmarks, and Future Directions 探索大语言模型在多模态情感分析中的应用：挑战与基准 large language model multimodal
2 Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark 提出任务分解框架与蒸馏训练，提升开源MLLM在文图生成自动评估中的性能。 large language model chain-of-thought
3 "All that Glitters": Approaches to Evaluations with Unreliable Model and Human Annotations 提出评估框架，解决低质量标注下模型与人工评估的可靠性问题 large language model
4 A Survey on LLM-as-a-Judge 综述LLM-as-a-Judge：探索构建可靠的大语言模型评判系统的策略与方法。 large language model
5 ChemSafetyBench: Benchmarking LLM Safety on Chemistry Domain ChemSafetyBench：化学领域LLM安全基准测试，评估并提升模型安全性。 large language model ✅
6 Towards Robust Evaluation of Unlearning in LLMs via Data Transformations 通过数据变换评估LLM的不可学习性，揭示现有方法的脆弱性 large language model
7 Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts 提出LiveEdit，解决视觉语言模型终身知识编辑难题 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🔗⭐
8 Multi-label Sequential Sentence Classification via Large Language Model 提出LLM-SSC框架以解决科学出版物中的多标签顺序句子分类问题 contrastive learning large language model ✅

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