cs.CL（2025-07-18）

📊 共 20 篇论文 | 🔗 1 篇有代码

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支柱九：具身大模型 (Embodied Foundation Models) (17 🔗1) 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) (17 篇)

#	题目	一句话要点	标签	🔗	⭐
1	Evaluating the Effectiveness of Cost-Efficient Large Language Models in Benchmark Biomedical Tasks	评估高性价比大语言模型在生物医学基准任务中的有效性	large language model multimodal
2	In-Depth and In-Breadth: Pre-training Multimodal Language Models Customized for Comprehensive Chart Understanding	ChartScope：预训练多模态语言模型，用于全面图表理解	multimodal	✅
3	Aligning Large Language Models to Low-Resource Languages through LLM-Based Selective Translation: A Systematic Study	提出基于LLM选择性翻译的低资源语言对齐方法，提升多语言LLM性能。	large language model
4	Efficient Temporal Tokenization for Mobility Prediction with Large Language Models	RHYTHM：利用分层时间Token化和LLM进行高效的出行预测	large language model
5	Question-Answer Extraction from Scientific Articles Using Knowledge Graphs and Large Language Models	提出基于知识图谱和大型语言模型的科学论文问答抽取方法，提升关键信息获取效率。	large language model
6	Exploiting Primacy Effect To Improve Large Language Models	利用首因效应提升大型语言模型在多项选择题问答中的表现	large language model
7	Large Language Models in the Travel Domain: An Industrial Experience	利用大语言模型提升旅游平台住宿信息质量：一项工业实践	large language model
8	Linguistic and Embedding-Based Profiling of Texts generated by Humans and Large Language Models	通过语言特征和嵌入分析区分人类与大型语言模型生成的文本	large language model
9	Assessing the Reliability of Large Language Models for Deductive Qualitative Coding: A Comparative Study of ChatGPT Interventions	利用大型语言模型进行演绎定性编码：ChatGPT干预的比较研究	large language model
10	Can LLMs Infer Personality from Real World Conversations?	利用真实对话评估LLM的人格推断能力，揭示其在心理评估中的局限性	large language model chain-of-thought
11	Intent-Aware Schema Generation And Refinement For Literature Review Tables	提出意图感知的文献综述表格模式生成与优化方法	large language model
12	The Judge Variable: Challenging Judge-Agnostic Legal Judgment Prediction	提出法官变量，挑战法律判决预测中忽略法官个体差异的假设	large language model
13	Using LLMs to identify features of personal and professional skills in an open-response situational judgment test	利用大型语言模型识别情境判断测试中个人与职业技能特征	large language model
14	How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs	通过认知评估研究LLM如何理解叙事中的时间意义	large language model
15	InTraVisTo: Inside Transformer Visualisation Tool	InTraVisTo：Transformer内部可视化工具，助力LLM可解释性研究	large language model
16	PRIDE -- Parameter-Efficient Reduction of Identity Discrimination for Equality in LLMs	PRIDE：参数高效地减少LLM中的身份歧视，提升对LGBTQIA+群体的公平性	large language model
17	KiC: Keyword-inspired Cascade for Cost-Efficient Text Generation with LLMs	KiC：关键词驱动的级联方法，用于大语言模型低成本文本生成	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	🔗	⭐
18	Seed-X: Building Strong Multilingual Translation LLM with 7B Parameters	Seed-X：构建70亿参数的强大多语言翻译LLM	reinforcement learning large language model chain-of-thought
19	Error-Aware Curriculum Learning for Biomedical Relation Classification	提出一种误差感知课程学习框架，用于提升生物医学关系分类性能。	curriculum learning large language model

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

#	题目	一句话要点	标签	🔗	⭐
20	Innocence in the Crossfire: Roles of Skip Connections in Jailbreaking Visual Language Models	提出基于跳跃连接的框架，提升视觉语言模型越狱攻击成功率	HuMoR multimodal

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