Artificial Intelligence

Authors and titles for June 2025

[1] arXiv:2506.00056 (cross-list from cs.AI) [cn-pdf, pdf, other]

Title: Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy Show Chinese title

Title: 面向制造中逆向设计的知识引导人工智能：领域、物理和人机协同的视角

Hugon Lee, Hyeonbin Moon, Junhyeong Lee, Seunghwa RYu

Comments: 34 pages, 6 figures, 1 table

Subjects: Artificial Intelligence (cs.AI) ; Computational Physics (physics.comp-ph)

[2] arXiv:2506.00073 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: The Automated but Risky Game: Modeling Agent-to-Agent Negotiations and Transactions in Consumer Markets Show Chinese title

Title: 自动化但充满风险的游戏：消费者市场中的代理间谈判与交易建模

Shenzhe Zhu, Jiao Sun, Yi Nian, Tobin South, Alex Pentland, Jiaxin Pei

Subjects: Artificial Intelligence (cs.AI) ; Computation and Language (cs.CL) ; Computers and Society (cs.CY) ; Human-Computer Interaction (cs.HC) ; Multiagent Systems (cs.MA)

[3] arXiv:2506.00140 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Balancing Profit and Fairness in Risk-Based Pricing Markets Show Chinese title

Title: 基于风险定价市场的盈利与公平的平衡

Jesse Thibodeau, Hadi Nekoei, Afaf Taïk, Janarthanan Rajendran, Golnoosh Farnadi

Subjects: Artificial Intelligence (cs.AI) ; Machine Learning (cs.LG) ; General Economics (econ.GN)

[4] arXiv:2506.00169 (cross-list from cs.AI) [cn-pdf, pdf, other]

Title: Utilizing AI for Aviation Post-Accident Analysis Classification Show Chinese title

Title: 利用人工智能进行航空事故分析分类

Aziida Nanyonga, Graham Wild

Subjects: Artificial Intelligence (cs.AI)

[5] arXiv:2506.00178 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Tournament of Prompts: Evolving LLM Instructions Through Structured Debates and Elo Ratings Show Chinese title

Title: 提示锦标赛：通过结构化辩论和埃洛评分进化大语言模型指令

Anirudh Nair, Adi Banerjee, Laurent Mombaerts, Matthew Hagen, Tarik Borogovac

Subjects: Artificial Intelligence (cs.AI) ; Neural and Evolutionary Computing (cs.NE)

[6] arXiv:2506.00189 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Control-R: Towards controllable test-time scaling Show Chinese title

Title: 控制-R：迈向测试时的可控扩展

Di Zhang, Weida Wang, Junxian Li, Xunzhi Wang, Jiatong Li, Jianbo Wu, Jingdi Lei, Haonan He, Peng Ye, Shufei Zhang, Wanli Ouyang, Yuqiang Li, Dongzhan Zhou

Subjects: Artificial Intelligence (cs.AI) ; Computation and Language (cs.CL)

[7] arXiv:2506.00202 (cross-list from cs.AI) [cn-pdf, pdf, other]

Title: What do professional software developers need to know to succeed in an age of Artificial Intelligence? Show Chinese title

Title: 专业软件开发人员在人工智能时代需要了解什么才能取得成功？

Matthew Kam, Cody Miller, Miaoxin Wang, Abey Tidwell, Irene A. Lee, Joyce Malyn-Smith, Beatriz Perez, Vikram Tiwari, Joshua Kenitzer, Andrew Macvean, Erin Barrar

Comments: 12 pages, 4 figures, software engineering education track of the 2025 ACM international conference on the foundations of software engineering, includes supplementary material i.e. full 50-page occupational profile of the AI-enhanced software developer

Subjects: Artificial Intelligence (cs.AI)

[8] arXiv:2506.00233 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Ethical AI: Towards Defining a Collective Evaluation Framework Show Chinese title

Title: 伦理人工智能：迈向定义集体评估框架

Aasish Kumar Sharma, Dimitar Kyosev, Julian Kunkel

Comments: 6 pages, 3 figures, accepted at 8th IEEE International Workshop on Advances in Artificial Intelligence and Machine Learning (AIML 2025): Futuristic AI and ML models & Intelligent Systems

Subjects: Artificial Intelligence (cs.AI)

[9] arXiv:2506.00239 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: SMELLNET: A Large-scale Dataset for Real-world Smell Recognition Show Chinese title

Title: SMELLNET：面向真实世界气味识别的大规模数据集

Dewei Feng, Carol Li, Wei Dai, Paul Pu Liang

Comments: 22 pages, 13 figures

Subjects: Artificial Intelligence (cs.AI)

[10] arXiv:2506.00242 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Whispers of Many Shores: Cultural Alignment through Collaborative Cultural Expertise Show Chinese title

Title: 众多海岸的低语：通过协作文化专业知识实现的文化认同

Shuai Feng, Wei-Chuang Chan, Srishti Chouhan, Junior Francisco Garcia Ayala, Srujananjali Medicherla, Kyle Clark, Mingwei Shi

Comments: 14 main pages;8 page appendix

Subjects: Artificial Intelligence (cs.AI) ; Computation and Language (cs.CL)

[11] arXiv:2506.00249 (cross-list from cs.AI) [cn-pdf, pdf, other]

Title: MIR: Methodology Inspiration Retrieval for Scientific Research Problems Show Chinese title

Title: MIR：科学研问题的方法启发检索

Aniketh Garikaparthi, Manasi Patwardhan, Aditya Sanjiv Kanade, Aman Hassan, Lovekesh Vig, Arman Cohan

Comments: ACL 2025

Subjects: Artificial Intelligence (cs.AI) ; Computation and Language (cs.CL)

[12] arXiv:2506.00258 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs Show Chinese title

Title: 显而易见的隐藏：多模态大语言模型在未明确和错误指定场景中的推理

Qianqi Yan, Hongquan Li, Shan Jiang, Yang Zhao, Xinze Guan, Ching-Chen Kuo, Xin Eric Wang

Subjects: Artificial Intelligence (cs.AI)

[13] arXiv:2506.00279 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Sleep Brain and Cardiac Activity Predict Cognitive Flexibility and Conceptual Reasoning Using Deep Learning Show Chinese title

Title: 使用深度学习预测睡眠大脑和心脏活动对认知灵活性和概念推理的影响

Boshra Khajehpiri, Eric Granger, Massimiliano de Zambotti, Fiona C. Baker, Mohamad Forouzanfar

Comments: This work was accepted for publication in IEEE EMBC 2025

Subjects: Artificial Intelligence (cs.AI) ; Machine Learning (cs.LG)

[14] arXiv:2506.00309 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Evaluation of LLMs for mathematical problem solving Show Chinese title

Title: LLMs在数学问题求解中的评估

Ruonan Wang, Runxi Wang, Yunwen Shen, Chengfeng Wu, Qinglin Zhou, Rohitash Chandra

Subjects: Artificial Intelligence (cs.AI)

[15] arXiv:2506.00320 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Dyna-Think: Synergizing Reasoning, Acting, and World Model Simulation in AI Agents Show Chinese title

Title: Dyna-Think：在人工智能代理中协同推理、行动和世界模型仿真

Xiao Yu, Baolin Peng, Ruize Xu, Michel Galley, Hao Cheng, Suman Nath, Jianfeng Gao, Zhou Yu

Subjects: Artificial Intelligence (cs.AI) ; Computation and Language (cs.CL) ; Machine Learning (cs.LG)

[16] arXiv:2506.00328 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: BASIL: Best-Action Symbolic Interpretable Learning for Evolving Compact RL Policies Show Chinese title

Title: BASIL：用于 evolving 紧凑 RL 策略的最佳行动符号可解释学习

Kourosh Shahnazari, Seyed Moein Ayyoubzadeh, Mohammadali Keshtparvar

Subjects: Artificial Intelligence (cs.AI)

[17] arXiv:2506.00398 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Position: Olfaction Standardization is Essential for the Advancement of Embodied Artificial Intelligence Show Chinese title

Title: 位置：嗅觉标准化对于具身人工智能的发展至关重要

Kordel K. France, Rohith Peddi, Nik Dennler, Ovidiu Daescu

Subjects: Artificial Intelligence (cs.AI) ; Robotics (cs.RO)

[18] arXiv:2506.00417 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: World Models for Cognitive Agents: Transforming Edge Intelligence in Future Networks Show Chinese title

Title: 认知代理的世界模型：未来网络中的边缘智能转变

Changyuan Zhao, Ruichen Zhang, Jiacheng Wang, Gaosheng Zhao, Dusit Niyato, Geng Sun, Shiwen Mao, Dong In Kim

Comments: 7 pages, 4 figures

Subjects: Artificial Intelligence (cs.AI)

[19] arXiv:2506.00430 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: MIRROR: Cognitive Inner Monologue Between Conversational Turns for Persistent Reflection and Reasoning in Conversational LLMs Show Chinese title

Title: 镜像：会话LLMs中持续反思和推理的会话轮次之间的认知内心独白

Nicole Hsing

Subjects: Artificial Intelligence (cs.AI)

[20] arXiv:2506.00496 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Monitoring Robustness and Individual Fairness Show Chinese title

Title: 监控鲁棒性和个体公平性

Ashutosh Gupta, Thomas A. Henzinger, Konstantin Kueffner, Kaushik Mallik, David Pape

Subjects: Artificial Intelligence (cs.AI)

[21] arXiv:2506.00530 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: CityLens: Benchmarking Large Language-Vision Models for Urban Socioeconomic Sensing Show Chinese title

Title: CityLens：城市社会经济感知的大语言-视觉模型基准测试

Tianhui Liu, Jie Feng, Hetian Pang, Xin Zhang, Tianjian Ouyang, Zhiyuan Zhang, Yong Li

Subjects: Artificial Intelligence (cs.AI) ; Computation and Language (cs.CL)

[22] arXiv:2506.00570 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: A "Wenlu" Brain System for Multimodal Cognition and Embodied Decision-Making: A Secure New Architecture for Deep Integration of Foundation Models and Domain Knowledge Show Chinese title

Title: 一种“文路”脑系统用于多模态认知和具身决策：基础模型与领域知识深度融合的安全新架构

Liang Geng

Subjects: Artificial Intelligence (cs.AI)

[23] arXiv:2506.00577 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Reasoning Like an Economist: Post-Training on Economic Problems Induces Strategic Generalization in LLMs Show Chinese title

Title: 像经济学家一样推理：针对经济学问题的后训练促使LLMs进行战略性泛化

Yufa Zhou, Shaobo Wang, Xingyu Dong, Xiangqi Jin, Yifang Chen, Yue Min, Kexin Yang, Xingzhang Ren, Dayiheng Liu, Linfeng Zhang

Subjects: Artificial Intelligence (cs.AI) ; Computation and Language (cs.CL) ; Computer Science and Game Theory (cs.GT) ; Multiagent Systems (cs.MA)

[24] arXiv:2506.00582 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs Show Chinese title

Title: 语言模型能否反映人类的自信？ 探索心理学见解以解决大型语言模型的过度自信问题

Chenjun Xu, Bingbing Wen, Bin Han, Robert Wolfe, Lucy Lu Wang, Bill Howe

Comments: Accepted by ACL 2025 Findings, 20 pages

Subjects: Artificial Intelligence (cs.AI)

[25] arXiv:2506.00618 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: RiOSWorld: Benchmarking the Risk of Multimodal Computer-Use Agents Show Chinese title

Title: RiOSWorld：多模态计算机使用代理的风险基准测试

Jingyi Yang, Shuai Shao, Dongrui Liu, Jing Shao

Comments: 40 pages, 6 figures, Project Page: https://yjyddq.github.io/RiOSWorld.github.io/

Subjects: Artificial Intelligence (cs.AI)

[26] arXiv:2506.00641 (cross-list from cs.AI) [cn-pdf, pdf, other]

Title: AgentAuditor: Human-Level Safety and Security Evaluation for LLM Agents Show Chinese title

Title: AgentAuditor：LLM代理的人类水平安全性和安全性评估

Hanjun Luo, Shenyu Dai, Chiming Ni, Xinfeng Li, Guibin Zhang, Kun Wang, Tongliang Liu, Hanan Salam

Subjects: Artificial Intelligence (cs.AI)

[27] arXiv:2506.00664 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: OntoRAG: Enhancing Question-Answering through Automated Ontology Derivation from Unstructured Knowledge Bases Show Chinese title

Title: OntoRAG：通过从非结构化知识库自动推导本体增强问答

Yash Tiwari, Owais Ahmad Lone, Mayukha Pal

Subjects: Artificial Intelligence (cs.AI) ; Machine Learning (cs.LG)

[28] arXiv:2506.00708 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: DrKGC: Dynamic Subgraph Retrieval-Augmented LLMs for Knowledge Graph Completion across General and Biomedical Domains Show Chinese title

Title: 动态子图检索增强的LLMs在通用和生物医学领域中的知识图谱补全 DrKGC

Yongkang Xiao, Sinian Zhang, Yi Dai, Huixue Zhou, Jue Hou, Jie Ding, Rui Zhang

Subjects: Artificial Intelligence (cs.AI) ; Computation and Language (cs.CL) ; Machine Learning (cs.LG)

[29] arXiv:2506.00751 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Alignment Revisited: Are Large Language Models Consistent in Stated and Revealed Preferences? Show Chinese title

Title: 重新审视对齐：大型语言模型在陈述偏好和显示偏好上是否一致？

Zhuojun Gu, Quan Wang, Shuchu Han

Subjects: Artificial Intelligence (cs.AI) ; Machine Learning (cs.LG)

[30] arXiv:2506.00765 (cross-list from cs.AI) [cn-pdf, pdf, other]

Title: HouseTS: A Large-Scale, Multimodal Spatiotemporal U.S. Housing Dataset Show Chinese title

Title: HouseTS：一个大规模、多模态的美国住房时空数据集

Shengkun Wang, Yanshen Sun, Fanglan Chen, Linhan Wang, Naren Ramakrishnan, Chang-Tien Lu, Yinlin Chen

Subjects: Artificial Intelligence (cs.AI)

[31] arXiv:2506.00780 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Do not Abstain! Identify and Solve the Uncertainty Show Chinese title

Title: 不要弃权！ 识别并解决不确定性

Jingyu Liu, Jingquan Peng, xiaopeng Wu, Xubin Li, Tiezheng Ge, Bo Zheng, Yong Liu

Subjects: Artificial Intelligence (cs.AI)

[32] arXiv:2506.00781 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: CoP: Agentic Red-teaming for Large Language Models using Composition of Principles Show Chinese title

Title: 合作原则：基于原则组合的大语言模型代理红队技术

Chen Xiong, Pin-Yu Chen, Tsung-Yi Ho

Subjects: Artificial Intelligence (cs.AI)

[33] arXiv:2506.00782 (cross-list from cs.AI) [cn-pdf, pdf, other]

Title: Jailbreak-R1: Exploring the Jailbreak Capabilities of LLMs via Reinforcement Learning Show Chinese title

Title: 越狱-R1：通过强化学习探索大型语言模型的越狱能力

Weiyang Guo, Zesheng Shi, Zhuo Li, Yequan Wang, Xuebo Liu, Wenya Wang, Fangming Liu, Min Zhang, Jing Li

Comments: 21 pages, 8 figures

Subjects: Artificial Intelligence (cs.AI)

[34] arXiv:2506.00785 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: GeoChain: Multimodal Chain-of-Thought for Geographic Reasoning Show Chinese title

Title: GeoChain：用于地理推理的多模态思维链

Sahiti Yerramilli, Nilay Pande, Rynaa Grover, Jayant Sravan Tamarapalli

Subjects: Artificial Intelligence (cs.AI) ; Computer Vision and Pattern Recognition (cs.CV) ; Machine Learning (cs.LG)

[35] arXiv:2506.00794 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Predicting Empirical AI Research Outcomes with Language Models Show Chinese title

Title: 用语言模型预测经验人工智能研究结果

Jiaxin Wen, Chenglei Si, Yueh-han Chen, He He, Shi Feng

Subjects: Artificial Intelligence (cs.AI)

[36] arXiv:2506.00807 (cross-list from cs.AI) [cn-pdf, pdf, other]

Title: Enhancing LLM Reasoning for Time Series Classification by Tailored Thinking and Fused Decision Show Chinese title

Title: 通过定制化思考和融合决策增强LLM在时间序列分类中的推理能力

Jiahui Zhou, Dan Li, Lin Li, Zhuomin Chen, Shunyu Wu, Haozheng Ye, Jian Lou, Costas J. Spanos

Subjects: Artificial Intelligence (cs.AI)

[37] arXiv:2506.00835 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: SynPO: Synergizing Descriptiveness and Preference Optimization for Video Detailed Captioning Show Chinese title

Title: SynPO：结合描述性和偏好优化的视频详细字幕生成

Jisheng Dang, Yizhou Zhang, Hao Ye, Teng Wang, Siming Chen, Huicheng Zheng, Yulan Guo, Jianhuang Lai, Bin Hu

Subjects: Artificial Intelligence (cs.AI) ; Computer Vision and Pattern Recognition (cs.CV)

[38] arXiv:2506.00855 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: MedBookVQA: A Systematic and Comprehensive Medical Benchmark Derived from Open-Access Book Show Chinese title

Title: MedBookVQA：来自开放获取书籍的系统且全面的医学基准

Sau Lai Yip, Sunan He, Yuxiang Nie, Shu Pui Chan, Yilin Ye, Sum Ying Lam, Hao Chen

Comments: For data and code, see: https://huggingface.co/datasets/slyipae1/MedBookVQA and https://github.com/slyipae1/MedBookVQA

Subjects: Artificial Intelligence (cs.AI)

[39] arXiv:2506.00865 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: GIA-MIC: Multimodal Emotion Recognition with Gated Interactive Attention and Modality-Invariant Learning Constraints Show Chinese title

Title: GIA-MIC：基于门控交互注意力和模态不变学习约束的多模态情感识别

Jiajun He, Jinyi Mi, Tomoki Toda

Comments: Accepted by INTERSPEECH 2025

Subjects: Artificial Intelligence (cs.AI)

[40] arXiv:2506.00886 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Toward a Theory of Agents as Tool-Use Decision-Makers Show Chinese title

Title: 走向将代理视为工具使用决策者的理论

Hongru Wang, Cheng Qian, Manling Li, Jiahao Qiu, Boyang Xue, Mengdi Wang, Heng Ji, Kam-Fai Wong

Subjects: Artificial Intelligence (cs.AI)

[41] arXiv:2506.00911 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Conformal Arbitrage: Risk-Controlled Balancing of Competing Objectives in Language Models Show Chinese title

Title: 共形套利：语言模型中 competing objectives 的风险控制平衡

William Overman, Mohsen Bayati

Subjects: Artificial Intelligence (cs.AI)

[42] arXiv:2506.00930 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Aligning VLM Assistants with Personalized Situated Cognition Show Chinese title

Title: 与个性化情境认知对齐的视觉语言模型助手

Yongqi Li, Shen Zhou, Xiaohu Li, Xin Miao, Jintao Wen, Mayi Xu, Jianhao Chen, Birong Pan, Hankun Kang, Yuanyuan Zhu, Ming Zhong, Tieyun Qian

Comments: Accepted to ACL 2025 (main), camera-ready version

Subjects: Artificial Intelligence (cs.AI) ; Computation and Language (cs.CL)

[43] arXiv:2506.00958 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Speaking Beyond Language: A Large-Scale Multimodal Dataset for Learning Nonverbal Cues from Video-Grounded Dialogues Show Chinese title

Title: 超越语言的表达：基于视频驱动对话的大规模多模态数据集用于学习非语言线索

Youngmin Kim, Jiwan Chung, Jisoo Kim, Sunghyun Lee, Sangkyu Lee, Junhyeok Kim, Cheoljong Yang, Youngjae Yu

Comments: Accepted to ACL 2025 (Main), Our code and dataset: https://github.com/winston1214/nonverbal-conversation

Subjects: Artificial Intelligence (cs.AI) ; Computation and Language (cs.CL) ; Computer Vision and Pattern Recognition (cs.CV)

[44] arXiv:2506.00965 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Unlocking Personalized Knowledge in Federated Large Language Model: The Power of Mixture of Experts Show Chinese title

Title: 在联邦大语言模型中解锁个性化知识：专家混合的力量

Fan Liu, Bikang Pan, Zhongyi Wang, Xi Yao, Xiaoying Tang, Jingya Wang, Ye Shi

Subjects: Artificial Intelligence (cs.AI)

[45] arXiv:2506.00968 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: PolyBERT: Fine-Tuned Poly Encoder BERT-Based Model for Word Sense Disambiguation Show Chinese title

Title: PolyBERT：基于BERT的细调多编码器模型用于词义消歧

Linhan Xia, Mingzhan Yang, Guohui Yuan, Shengnan Tao, Yujing Qiu, Guo Yu, Kai Lei

Subjects: Artificial Intelligence (cs.AI)

[46] arXiv:2506.00989 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Boosting Bot Detection via Heterophily-Aware Representation Learning and Prototype-Guided Cluster Discovery Show Chinese title

Title: 通过异质性感知表示学习和原型引导的聚类发现提升机器人检测

Buyun He, Xiaorui Jiang, Qi Wu, Hao Liu, Yingguang Yang, Yong Liao

Comments: KDD 2025

Subjects: Artificial Intelligence (cs.AI)

[47] arXiv:2506.01003 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: Higher-Order Responsibility Show Chinese title

Title: 高阶责任

Junli Jiang, Pavel Naumov

Subjects: Artificial Intelligence (cs.AI) ; Computational Complexity (cs.CC) ; Computer Science and Game Theory (cs.GT)

[48] arXiv:2506.01048 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory Show Chinese title

Title: IRT-路由器：通过项目反应理论实现的有效且可解释的多大语言模型路由

Wei Song, Zhenya Huang, Cheng Cheng, Weibo Gao, Bihan Xu, GuanHao Zhao, Fei Wang, Runze Wu

Comments: ACL 2025 Main

Subjects: Artificial Intelligence (cs.AI)

[49] arXiv:2506.01056 (cross-list from cs.AI) [cn-pdf, pdf, html, other]

Title: MCP-Zero: Active Tool Discovery for Autonomous LLM Agents Show Chinese title

Title: MCP-零：自主大语言模型代理的主动工具发现

Xiang Fei, Xiawu Zheng, Hao Feng

Subjects: Artificial Intelligence (cs.AI) ; Software Engineering (cs.SE)

[50] arXiv:2506.01080 (cross-list from cs.AI) [cn-pdf, pdf, other]

Title: The Coming Crisis of Multi-Agent Misalignment: AI Alignment Must Be a Dynamic and Social Process Show Chinese title

Title: 多智能体不一致的即将到来的危机：AI 对齐必须是一个动态且社会化的进程

Florian Carichon, Aditi Khandelwal, Marylou Fauchard, Golnoosh Farnadi

Comments: Preprint of NeurIPS 2025 Position Paper

Subjects: Artificial Intelligence (cs.AI) ; Computers and Society (cs.CY)