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• Automated Creation of Reusable and Diverse Toolsets for Enhancing LLM Reasoning

  Zhiyuan Ma, Zhenya Huang, Jiayu Liu, Minmao Wang, Hongke Zhao, Xin Li

  24821-24830

  2025-04-11

• WorldAPIs: The World Is Worth How Many APIs? A Thought Experiment

  Jiefu Ou, Arda Uzunoğlu, Benjamin Van Durme, Daniel Khashabi

  24993-25001

  2025-04-11

• CLNX: Bridging Code and Natural Language for C/C++ Vulnerability-Contributing Commits Identification

  Zeqing Qin, Yiwei Wu, Lansheng Han

  25047-25055

  2025-04-11

• Automatically Generating Numerous Context-Driven SFT Data for LLMs Across Diverse Granularity

  Shanghaoran Quan

  25074-25082

  2025-04-11

• TEncDM: Understanding the Properties of the Diffusion Model in the Space of Language Model Encodings

  Alexander Shabalin, Viacheslav Meshchaninov, Egor Chimbulatov, Vladislav Lapikov, Roman Kim, Grigory Bartosh, Dmitry Molchanov, Sergey Markov, Dmitry Vetrov

  25110-25118

  2025-04-11

• Error Diversity Matters: An Error-Resistant Ensemble Method for Unsupervised Dependency Parsing

  Behzad Shayegh, Hobie H.-B. Lee, Xiaodan Zhu, Jackie Chi Kit Cheung, Lili Mou

  25119-25127

  2025-04-11

• Structured Packing in LLM Training Improves Long Context Utilization

  Konrad Staniszewski, Szymon Tworkowski, Sebastian Jaszczur, Yu Zhao, Henryk Michalewski, Łukasz Kuciński, Piotr Miłoś

  25201-25209

  2025-04-11

• Multi-Grained Query-Guided Set Prediction Network for Grounded Multimodal Named Entity Recognition

  Jielong Tang, Zhenxing Wang, ZiYang Gong, Jianxing Yu, Xiangwei Zhu, Jian Yin

  25246-25254

  2025-04-11

• CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification

  Yuchen Tian, Weixiang Yan, Qian Yang, Xuandong Zhao, Qian Chen, Wen Wang, Ziyang Luo, Lei Ma, Dawn Song

  25300-25308

  2025-04-11

• Decoupling Metacognition from Cognition: A Framework for Quantifying Metacognitive Ability in LLMs

  Guoqing Wang, Wen Wu, Guangze Ye, Zhenxiao Cheng, Xi Chen, Hong Zheng

  25353-25361

  2025-04-11

• Defending Against Sophisticated Poisoning Attacks with RL-based Aggregation in Federated Learning

  Yujing Wang, Hainan Zhang, Sijia Wen, Wangjie Qiu, Binghui Guo

  25443-25451

  2025-04-11

• Is There No Such Thing as a Bad Question? H4R: HalluciBot for Ratiocination, Rewriting, Ranking, and Routing

  William Watson, Nicole Cho, Nishan Srishankar

  25470-25478

  2025-04-11

• RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMs

  Jiaxing Wu, Lin Ning, Luyang Liu, Harrison Lee, Neo Wu, Chao Wang, Sushant Prakash, Shawn O'Banion, Bradley Green, Jun Xie

  25488-25496

  2025-04-11

• TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

  Xianjie Wu, Jian Yang, Linzheng Chai, Ge Zhang, Jiaheng Liu, Xeron Du, Di Liang, Daixin Shu, Xianfu Cheng, Tianzhen Sun, Tongliang Li, Zhoujun Li, Guanglin Niu

  25497-25506

  2025-04-11

• Content-free Logical Modification of Large Language Model by Disentangling and Modifying Logic Representation

  Xin Wu, Yuqi Bu, Yifei Chen, Yi Cai

  25507-25515

  2025-04-11

• Assessing the Creativity of LLMs in Proposing Novel Solutions to Mathematical Problems

  Junyi Ye, Jingyi Gu, Xinyun Zhao, Wenpeng Yin, Guiling Wang

  25687-25696

  2025-04-11

• MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents

  Congchi Yin, Feng Li, Shu Zhang, Zike Wang, Jun Shao, Piji Li, Jianhua Chen, Xun Jiang

  25715-25723

  2025-04-11

• MABR: Multilayer Adversarial Bias Removal Without Prior Bias Knowledge

  Maxwell J. Yin, Boyu Wang, Charles Ling

  25724-25732

  2025-04-11

• Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis

  Lin Yuan, Jun Xu, Honghao Gui, Mengshu Sun, Zhiqiang Zhang, Lei Liang, Jun Zhou

  25787-25795

  2025-04-11

• Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks

  Shengbin Yue, Siyuan Wang, Wei Chen, Xuanjing Huang, Zhongyu Wei

  25796-25804

  2025-04-11

• Dual-View Learning for Conversational Emotion Recognition Through Context and Emotion-Shift Modeling

  Xupeng Zha, Huan Zhao, Guanghui Ye, Zixing Zhang

  25823-25831

  2025-04-11

• Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs

  Lei Zhang, Yunshui Li, Jiaming Li, Xiaobo Xia, Jiaxi Yang, Run Luo, Minzheng Wang, Longze Chen, Junhao Liu, Qiang Qu, Min Yang

  25886-25894

  2025-04-11

• Look Before You Leap: Enhance Attention and Vigilance Regarding Harmful Content with GuidelineLLM

  Shaoqing Zhang, Zhuosheng Zhang, Kehai Chen, Rongxiang Weng, Muyun Yang, Tiejun Zhao, Min Zhang

  25904-25912

  2025-04-11

• TrustUQA: A Trustful Framework for Unified Structured Data Question Answering

  Wen Zhang, Long Jin, Yushan Zhu, Jiaoyan Chen, Zhiwei Huang, Junjie Wang, Yin Hua, Lei Liang, Huajun Chen

  25931-25939

  2025-04-11

• Encoder of Thoughts: Enhancing Planning Ability in Language Agents Through Structural Embedding

  Yuxiang Zhang, Jitao Sang

  25994-26002

  2025-04-11