cs.CL（2024-03-16）

📊 共 11 篇论文 | 🔗 2 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (8 🔗2) 支柱二：RL算法与架构 (RL & Architecture) (2) 支柱六：视频提取与匹配 (Video Extraction) (1)

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

#题目一句话要点标签🔗⭐
1 MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations 提出MIntRec2.0以解决多模态意图识别和超出范围样本检测问题 large language model multimodal ✅
2 Can Large Language Models Solve Robot Routing? 利用大型语言模型解决机器人路径规划问题 large language model
3 Toward Adaptive Large Language Models Structured Pruning via Hybrid-grained Weight Importance Assessment 提出混合粒度权重重要性评估以优化大语言模型的结构化剪枝 large language model ✅
4 Optimizing Language Augmentation for Multilingual Large Language Models: A Case Study on Korean 提出三种策略以优化多语言大模型在韩语上的表现 large language model
5 Depression Detection on Social Media with Large Language Models 提出DORIS框架以解决社交媒体抑郁检测中的医疗知识缺乏问题 large language model
6 Can Large Language Models abstract Medical Coded Language? 评估大型语言模型在医学编码语言抽象中的能力 large language model
7 Detecting Bias in Large Language Models: Fine-tuned KcBERT 提出KcBERT模型以检测和缓解社会偏见问题 large language model
8 BEnQA: A Question Answering and Reasoning Benchmark for Bengali and English 提出BEnQA数据集以解决孟加拉语和英语问答性能差异问题 large language model chain-of-thought

🔬 支柱二：RL算法与架构 (RL & Architecture) (2 篇)

#题目一句话要点标签🔗⭐
9 SelfIE: Self-Interpretation of Large Language Model Embeddings 提出SelfIE框架以实现大语言模型自我解释 RLHF large language model
10 Exploring Chinese Humor Generation: A Study on Two-Part Allegorical Sayings 提出基于语言模型的中文幽默生成方法以解决幽默理解难题 contrastive learning HuMoR

🔬 支柱六：视频提取与匹配 (Video Extraction) (1 篇)

#题目一句话要点标签🔗⭐
11 Deciphering Hate: Identifying Hateful Memes and Their Targets 提出DORA框架以识别孟加拉语仇恨性表情包及其目标 HuMoR multimodal

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