Search

Search Results

• 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

• Conversational Learning Diagnosis via Reasoning Multi-Turn Interactive Learning

  Fangzhou Yao, Sheng Chang, Weibo Gao, Qi Liu

  34387-34395

  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

• Promoting Efficient Reasoning with Verifiable Stepwise Reward

  Chuhuai Yue, Chengqi Dong, Yinan Gao, Hang He, Jiajun Chai, Wei Lin, Guojun Yin

  34530-34538

  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

• Predicting Emergent Tool Use in LLMs Before It Emerges: A Proxy Perspective

  Bo-Wen Zhang, Yan Yan, Guang Liu, Xu-Cheng Yin

  34629-34637

  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

• RFKG-CoT: Relation-Driven Adaptive Hop-count Selection and Few-Shot Path Guidance for Knowledge-Aware QA

  Chao Zhang, Minghan Li, Tianrui Lv, Guodong Zhou

  34647-34655

  2026-03-14

• Learning to Generate and Extract: A Multi-Agent Collaboration Framework for Zero-Shot Document-Level Event Arguments Extraction

  Guangjun Zhang, Hu Zhang, Yazhou Han, Yue Fan, Yuhang Shao, Hongye Tan, Ru Li

  34665-34673

  2026-03-14

• MoLoRA: Boosting LLM-based End-to-end Speech Translation with Mixture of Low-rank Experts

  Hao Zhang, Yaqi Chen, Nianwen Si, XuKui Yang, Wenlin Zhang, Dan Qu

  34683-34691

  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

• How Does Alignment Enhance LLMs’ Multilingual Capabilities? A Language Neurons Perspective

  Shimao Zhang, Zhejian Lai, Xiang Liu, Shuaijie She, Xiao Liu, Yeyun Gong, Shujian Huang, Jiajun Chen

  34799-34807

  2026-03-14

• L2-LoRA: Improving Low-Rank Adaptation with Layer-Specific Regularization

  Xiang Zhang, Rui Xie, Shikun Zhang

  34817-34826

  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

• LeanRAG: Knowledge-Graph-Based Generation with Semantic Aggregation and Hierarchical Retrieval

  Yaoze Zhang, Rong Wu, Pinlong Cai, Xiaoman Wang, Guohang Yan, Song Mao, Ding Wang, Botian Shi

  34862-34869

  2026-03-14

• Reflect Then Learn: Active Prompting for Information Extraction Guided by Introspective Confusion

  Dong Zhao, Yadong Wang, Xiang Chen, Chenxi Wang, Hongliang Dai, Chuanxing Geng, Shengzhong Zhang, Shao-Yuan Li, Sheng-Jun Huang

  34923-34931

  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

• AgentCDM: Enhancing Multi-Agent Collaborative Decision-Making via ACH-Inspired Structured Reasoning

  Xuyang Zhao, Shiwan Zhao, Hualong Yu, Liting Zhang, Qicheng Li

  34985-34993

  2026-03-14

• Rethinking the Reliability of Multi-agent System: A Perspective from Byzantine Fault Tolerance

  Lifan Zheng, Jiawei Chen, Qinghong Yin, Jingyuan Zhang, Xinyi Zeng, Yu Tian

  35012-35020

  2026-03-14

• M3UCD: A Multi-task Multimodal Metaphor Understanding Challenge Dataset for LLMs

  Tianlong Zheng, Yating Yang, Rui Dong, Bo Ma, Lei Wang, Xi Zhou, Siru Miao, Turghun Osman

  35030-35040

  2026-03-14

• Navigating Through Paper Flood: Advancing LLM-Based Paper Evaluation Through Domain-Aware Retrieval and Latent Reasoning

  Wuqiang Zheng, Yiyan Xu, Xinyu Lin, Chongming Gao, Wenjie Wang, Fuli Feng

  35041-35049

  2026-03-14

• Graph-augmented and Over-smoothing-resistant Contrastive Clustering for Short Text

  Zijian Zheng, Tao Ai, Yonghe Lu

  35050-35058

  2026-03-14

• Learning from Guidelines: Structured Prompt Optimization for Expert Annotation Tasks

  Wenliang Zhong, Haiqing Li, Thao M. Dang, Feng Jiang, Hehuan Ma, Yuzhi Guo, Jean Gao, Junzhou Huang

  35068-35075

  2026-03-14