cs.CL（2024-04-19）

📊 共 18 篇论文 | 🔗 4 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (16 🔗3) 支柱二：RL算法与架构 (RL & Architecture) (2 🔗1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (16 篇)

#	题目	一句话要点	标签	🔗	⭐
1	How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning?	提出MSIER以优化多模态上下文学习中的示例选择	large language model multimodal
2	Beyond Human Norms: Unveiling Unique Values of Large Language Models through Interdisciplinary Approaches	提出ValueLex框架以揭示大型语言模型的独特价值体系	large language model
3	Mathify: Evaluating Large Language Models on Mathematical Problem Solving Tasks	提出MathQuest数据集以评估大语言模型在数学问题求解中的表现	large language model
4	LLM-R2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency	提出LLM-R2以解决查询重写效率低下问题	large language model
5	Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works	通过角色画像任务评估大型语言模型的角色理解能力	large language model	✅
6	Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration	提出DeePEn以解决异构大语言模型集成问题	large language model
7	Beyond Self-Consistency: Ensemble Reasoning Boosts Consistency and Accuracy of LLMs in Cancer Staging	提出集成推理方法以提升癌症分期的模型一致性与准确性	large language model chain-of-thought
8	The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions	提出指令层级以解决大型语言模型的安全性问题	instruction following
9	Towards Reliable Latent Knowledge Estimation in LLMs: Zero-Prompt Many-Shot Based Factual Knowledge Extraction	提出零提示潜在知识估计器以解决LLMs知识提取问题	large language model	✅
10	AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation	提出AutoScraper以解决网页抓取生成的适应性和可重用性问题	large language model	✅
11	Rethinking the Evaluation of Dialogue Systems: Effects of User Feedback on Crowdworkers and LLMs	提出用户反馈机制以优化对话系统评估	large language model
12	Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-Tuning	提出Statement-Tuning以解决小型模型在零-shot任务中的局限性	large language model
13	LiMe: a Latin Corpus of Late Medieval Criminal Sentences	提出LiMe数据集以推动拉丁语处理研究	large language model
14	Relevant or Random: Can LLMs Truly Perform Analogical Reasoning?	探讨自生成示例在类比推理中的有效性	large language model
15	SOS-1K: A Fine-grained Suicide Risk Classification Dataset for Chinese Social Media Analysis	提出SOS-1K数据集以解决中文社交媒体自杀风险分类问题	large language model
16	Dubo-SQL: Diverse Retrieval-Augmented Generation and Fine Tuning for Text-to-SQL	提出Dubo-SQL以提升文本到SQL转换的执行准确性	large language model

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

#	题目	一句话要点	标签	🔗	⭐
17	Cooperative Sentiment Agents for Multimodal Sentiment Analysis	提出Co-SA以解决多模态情感分析问题	SAC representation learning multimodal	✅
18	Parameter Efficient Diverse Paraphrase Generation Using Sequence-Level Knowledge Distillation	提出基于序列级知识蒸馏的高效多样化释义生成方法	distillation large language model

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