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• Talk2Code: A Multi-Turn Interaction Benchmark with Dual-Track Evaluation for Code Generation

  Weibin Yang, Liangru Xie, Jieyun Cai, Yuxiang Yan, Hong-Ning Dai, Hao Wang

  34331-34339

  2026-03-14

• SASST: Leveraging Syntax-Aware Chunking and LLMs for Simultaneous Speech Translation

  Zeyu Yang, Lai Wei, Roman Koshkin, Xi Chen, Satoshi Nakamura

  34358-34367

  2026-03-14

• ORACLE: Optimizing Reasoning Abilities of Large Language Models via Constraint-Led Synthetic Data Elicitation

  Zhuojie Yang, Wentao Wan, Keze Wang

  34378-34386

  2026-03-14

• Incorporating Self-Rewriting into Large Language Model Reasoning Reinforcement

  Jiashu Yao, Heyan Huang, Shuang Zeng, Chuwei Luo, Wangjie You, Jie Tang, Qingsong Liu, Yuhang Guo, Yangyang Kang

  34405-34413

  2026-03-14

• LangGPS: Language Separability Guided Data Pre-Selection for Joint Multilingual Instruction Tuning

  Yangfan Ye, Xiaocheng Feng, Xiachong Feng, Lei Huang, Weitao Ma, Qichen Hong, Yunfei Lu, Duyu Tang, Dandan Tu, Bing Qin

  34450-34458

  2026-03-14

• SpeakerLM: End-to-End Versatile Speaker Diarization and Recognition with Multimodal Large Language Models

  Han Yin, Yafeng Chen, Chong Deng, Luyao Cheng, Hui Wang, Chao-Hong Tan, Qian Chen, Wen Wang, Xiangang Li

  34467-34475

  2026-03-14

• ToC: Tree-of-Claims Search with Multi-Agent Language Models

  Shuyang Yu, Jianan Liang, Hui Hu

  34495-34502

  2026-03-14

• MARS: Multimodal Adaptive Reasoning Model for Avoiding Overthinking

  Tan Yue, Qiong Wu, Dongyan Zhao

  34539-34547

  2026-03-14

• CAMA: Enhancing Mathematical Reasoning in Large Language Models with Causal Knowledge

  Lei Zan, Keli Zhang, Ruichu Cai, Lujia Pan

  34566-34574

  2026-03-14

• Expert-Inspired Multi-Agent Coordination for Multi-Objective Molecular Optimization

  Daojian Zeng, Tianle Li, Jiahao Yang, Jiacai Yi, Xieping Gao, Lincheng Jiang, Tengfei Ma, Xiangxiang Zeng

  34575-34583

  2026-03-14

• ToolACE-R: Model-aware Iterative Training and Adaptive Refinement for Tool learning

  Xingshan Zeng, Weiwen Liu, Xu Huang, Zezhong Wang, Lingzhi Wang, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Ruiming Tang, Qun Liu

  34593-34601

  2026-03-14

• MathSmith: Towards Extremely Hard Mathematical Reasoning by Forging Synthetic Problems with a Reinforced Policy

  Shaoxiong Zhan, Yanlin Lai, Ziyu Lu, Dahua Lin, Ziqing Yang, Fei Tan

  34602-34610

  2026-03-14

• JELV: A Judge of Edit-Level Validity for Evaluation and Automated Reference Expansion in Grammatical Error Correction

  Yuhao Zhan, Yuqing Zhang, Jing Yuan, Qixiang Ma, Zhiqi Yang, Yu Gu, Zemin Liu, Fei Wu

  34611-34619

  2026-03-14

• Induce, Align, Predict: Zero-Shot Stance Detection via Cognitive Inductive Reasoning

  Bowen Zhang, Jun Ma, Fuqiang Niu, Li Dong, Jinzhou Cao, Genan Dai

  34638-34646

  2026-03-14

• LLaVA-MS-PIT: Multi-Modal Schema-Guided Progressive Instruction Tuning for Multi-Modal Event Extraction

  Hui Zhang, Po Hu, Wei Emma Zhang

  34692-34700

  2026-03-14

• Prune4Web: DOM Tree Pruning Programming for Web Agent

  Jiayuan Zhang, Kaiquan Chen, Zhihao Lu, Enshen Zhou, Qian Yu, Jing Zhang

  34710-34718

  2026-03-14

• Steering Representations, Safeguarding Privacy: A Cross-Modal Privacy Protection Method for Generative AI

  Jie Zhang, Chenxu Niu, Zhefeng Nan, Yangyan Xu, Jinta Weng

  34719-34727

  2026-03-14

• Collaborative LLM Numerical Reasoning with Local Data Protection

  Min Zhang, Yuzhe Lu, Yun Zhou, Panpan Xu, Lin Lee Cheong, Chang-Tien Lu, Haozhu Wang

  34772-34780

  2026-03-14

• Safety Alignment of Large Language Models via Contrasting Safe and Harmful Distributions

  Xiaoyun Zhang, Zhengyue Zhao, Wenxuan Shi, Kaidi Xu, Di Huang, Xing Hu

  34827-34835

  2026-03-14

• ShadeEdit: A Utility-Preserving and Defense-Evasive Knowledge Manipulation Attack in Federated LLMs

  Xu Zhang, Hangcheng Liu, Shangwei Guo, Shudong Zhang, Tianwei Zhang, Tao Xiang

  34845-34853

  2026-03-14

• UDA: Unsupervised Debiasing Alignment for Pair-wise LLM-as-a-Judge

  Yang Zhang, Cunxiang Wang, Lindong Wu, Wenbo Yu, Yidong Wang, Guangsheng Bao, Jie Tang

  34854-34861

  2026-03-14

• The Avengers: A Routing Recipe for Collective Intelligence in Language Models

  Yiqun Zhang, Hao Li, Chenxu Wang, Linyao Chen, Qiaosheng Zhang, Peng Ye, Shi Feng, Xinrun Wang, Jia Xu, Lei Bai, Shuyue Hu

  34870-34878

  2026-03-14

• When Instinct Guides and Insight Grounds: Staged RL Training for LLM Agents

  Zijing Zhang, Boning Zhang

  34906-34914

  2026-03-14

• Beyond Step Pruning: Information Theory Based Step-level Optimization for Self-Refining Large Language Models

  Jinman Zhao, Erxue Min, Hui Wu, Ziheng Li, Zexu Sun, Hengyi Cai, Shuaiqiang Wang, Xu Chen, Gerald Penn

  34941-34949

  2026-03-14

• SABER: Switchable and Balanced Training for Efficient LLM Reasoning

  Kai Zhao, Yanjun Zhao, Jiaming Song, Shien He, Lusheng Zhang, Qiang Zhang, Tianjiao Li

  34950-34958

  2026-03-14