cs.CL（2024-04-02）

📊 共 23 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) (22 🔗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) (22 篇)

#题目一句话要点标签🔗⭐
1 LLMs in the Loop: Leveraging Large Language Model Annotations for Active Learning in Low-Resource Languages 利用大型语言模型注释解决低资源语言的数据标注问题 large language model
2 Topic-Based Watermarks for Large Language Models 提出基于主题的水印方案以增强大语言模型的文本安全性 large language model
3 Evaluating Large Language Models Using Contrast Sets: An Experimental Approach 提出对比集生成方法以提升自然语言推理模型评估 large language model
4 Comparative Study of Domain Driven Terms Extraction Using Large Language Models 比较研究大型语言模型在领域驱动术语提取中的应用 large language model
5 Large Language Models as Planning Domain Generators 提出利用大型语言模型自动生成规划领域模型以简化AI规划 large language model ✅
6 SGSH: Stimulate Large Language Models with Skeleton Heuristics for Knowledge Base Question Generation 提出SGSH框架以提升知识库问答生成的效果 large language model
7 Beyond Accuracy: Evaluating the Reasoning Behavior of Large Language Models -- A Survey 评估大型语言模型推理行为的新方法 large language model
8 Using Large Language Models to Understand Telecom Standards 提出使用大型语言模型以解决通信标准信息获取问题 large language model
9 CATP: Cross-Attention Token Pruning for Accuracy Preserved Multimodal Model Inference 提出跨注意力令牌修剪方法以提升多模态模型推理精度 multimodal
10 Helmsman of the Masses? Evaluate the Opinion Leadership of Large Language Models in the Werewolf Game 评估大型语言模型在狼人游戏中的舆论领导力 large language model
11 Classifying Cancer Stage with Open-Source Clinical Large Language Models 利用开源临床大语言模型进行癌症分期分类 large language model
12 Toward Informal Language Processing: Knowledge of Slang in Large Language Models 构建英语俚语处理基准以提升大语言模型性能 large language model
13 Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language Models 基于大型语言模型的数学选择题干扰项自动生成研究 large language model
14 LastResort at SemEval-2024 Task 3: Exploring Multimodal Emotion Cause Pair Extraction as Sequence Labelling Task 提出多模态情感原因对提取模型以解决情感分析问题 multimodal
15 HyperCLOVA X Technical Report 提出HyperCLOVA X以提升韩语及多语言处理能力 large language model instruction following
16 Emergent Abilities in Reduced-Scale Generative Language Models 提出简化预训练数据以提升小型语言模型的零-shot学习能力 large language model
17 Humanizing Machine-Generated Content: Evading AI-Text Detection through Adversarial Attack 提出对抗攻击框架以规避AI文本检测 large language model
18 Understanding How CodeLLMs (Mis)Predict Types with Activation Steering 通过激活引导提升代码LLMs的类型预测能力 large language model
19 Long-context LLMs Struggle with Long In-context Learning 提出LongICLBench以评估长上下文LLMs在极端标签分类中的表现 large language model
20 Stereotype Detection in LLMs: A Multiclass, Explainable, and Benchmark-Driven Approach 提出多粒度刻板印象检测方法以解决LLMs中的偏见问题 large language model
21 CMAT: A Multi-Agent Collaboration Tuning Framework for Enhancing Small Language Models 提出CMAT框架以增强小型语言模型的协作能力 large language model
22 Deconstructing In-Context Learning: Understanding Prompts via Corruption 通过腐蚀分析提出新方法以理解上下文学习中的提示 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🔗⭐
23 $\texttt{LM}^\texttt{2}$: A Simple Society of Language Models Solves Complex Reasoning 提出LM²以解决复杂推理问题 policy learning large language model ✅

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