cs.CL（2024-08-12）

📊 共 19 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) (14 🔗1) 支柱二：RL算法与架构 (RL & Architecture) (4 🔗1) 支柱六：视频提取与匹配 (Video Extraction) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (14 篇)

#题目一句话要点标签🔗⭐
1 ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA datasets with Large Language Models ConvKGYarn：利用大型语言模型生成可配置、可扩展的对话式知识图谱问答数据集 large language model
2 Cross-Lingual Conversational Speech Summarization with Large Language Models 提出基于大语言模型的跨语言会话语音摘要方法，有效应对资源匮乏问题。 large language model
3 On Effects of Steering Latent Representation for Large Language Model Unlearning 提出自适应表示误导（Adaptive RMU）方法，提升大语言模型中间层遗忘效果。 large language model
4 Animate, or Inanimate, That is the Question for Large Language Models 探究大型语言模型对生物属性的理解能力，揭示其类人认知特性 large language model
5 Creating Arabic LLM Prompts at Scale 提出两种低成本、快速生成大规模阿拉伯语LLM提示的方法，并超越现有模型。 large language model instruction following
6 What Color Scheme is More Effective in Assisting Readers to Locate Information in a Color-Coded Article? 研究色彩方案对LLM编码文本信息定位的影响，发现非模拟和含黄色方案更有效。 large language model
7 Evaluating Language Models for Efficient Code Generation 提出DPE框架，用于可靠评估LLM在高效代码生成方面的能力。 large language model
8 Improving Structural Diversity of Blackbox LLMs via Chain-of-Specification Prompting 提出链式规范提示（CoS），提升黑盒LLM生成文本的结构多样性 large language model
9 Rethinking the Alignment of Psychotherapy Dialogue Generation with Motivational Interviewing Strategies 提出基于动机访谈策略对齐的心理治疗对话生成方法，提升可控性和可解释性。 large language model
10 Evaluating LLMs on Entity Disambiguation in Tables 评估LLM在表格实体消歧任务中的表现，并分析其计算成本。 large language model
11 MovieSum: An Abstractive Summarization Dataset for Movie Screenplays 提出MovieSum数据集，用于电影剧本的抽象式摘要生成研究 large language model
12 A New Pipeline For Generating Instruction Dataset via RAG and Self Fine-Tuning 提出基于RAG和自微调的指令数据集生成新流程，解决领域Agent数据稀缺问题。 large language model
13 Prompto: An open source library for asynchronous querying of LLM endpoints Prompto：一个用于异步查询LLM端点的开源库，提升研究效率。 large language model ✅
14 The Language of Trauma: Modeling Traumatic Event Descriptions Across Domains with Explainable AI 利用可解释AI跨领域建模创伤事件描述，提升创伤检测与干预能力 large language model

🔬 支柱二：RL算法与架构 (RL & Architecture) (4 篇)

#题目一句话要点标签🔗⭐
15 Context-aware Visual Storytelling with Visual Prefix Tuning and Contrastive Learning 提出基于视觉前缀调优和对比学习的上下文感知视觉故事生成框架 contrastive learning foundation model multimodal
16 Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation 提出EXP3RT，利用大语言模型和用户评论进行个性化偏好推理推荐 distillation large language model
17 FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data FuxiTranyu：一个使用平衡数据训练的多语言大型语言模型 DPO large language model ✅
18 Building Decision Making Models Through Language Model Regime 提出基于大语言模型的决策模型训练框架LTU，提升电商场景决策能力。 reinforcement learning large language model foundation model

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

#题目一句话要点标签🔗⭐
19 LOLgorithm: Integrating Semantic,Syntactic and Contextual Elements for Humor Classification Colbert模型：融合语义、句法和上下文特征的幽默分类方法 HuMoR

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