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• Seeing Is Believing: Rich-Context Hallucination Detection for MLLMs via Backward Visual Grounding

  Pinxue Guo, Chongruo Wu, Xinyu Zhou, Lingyi Hong, Zhaoyu Chen, Jinglun Li, Kaixun Jiang, Sen-Ching Samson Cheung, Wei Zhang, Wenqiang Zhang

  30871-30879

  2026-03-14

• Extracting Events Like Code: A Multi-Agent Programming Framework for Zero-Shot Event Extraction

  Quanjiang Guo, Sijie Wang, Jinchuan Zhang, Ben Zhang, Zhao Kang, Ling Tian, Ke Yan

  30880-30887

  2026-03-14

• Uncovering and Mitigating Transient Blindness in Multimodal Model Editing

  XiaoQi Han, Ru Li, Ran Yi, Hongye Tan, Zhuomin Liang, Victor Gutierrez Basulto, Jeff Z. Pan

  30934-30942

  2026-03-14

• MentalGuide: Towards Multi-Turn, State-Aware and Strategy-Driven Conversations for Mental Health Support

  Jinwei He, Feng Lu

  30951-30959

  2026-03-14

• REINA: Regularized Entropy Information-Based Loss for Efficient Simultaneous Speech Translation

  Nameer Hirschkind, Joseph Liu, Xiao Yu, Mahesh Kumar Nandwana

  31005-31013

  2026-03-14

• Cog-RAG: Cognitive-Inspired Dual-Hypergraph with Theme Alignment Retrieval-Augmented Generation

  Hao Hu, Yifan Feng, Ruoxue Li, Rundong Xue, Xingliang Hou, Zhiqiang Tian, Yue Gao, Shaoyi Du

  31032-31040

  2026-03-14

• Iterative Multi-Granular RAG with Contextual Hierarchical Graph

  Yanli Hu, Teng Liu, Zhuangyi Zhou, Weixin Zeng, Zhen Tan, Xiang Zhao

  31095-31103

  2026-03-14

• Think-J: Learning to Think for Generative LLM-as-a-Judge

  Hui Huang, Yancheng He, Hongli Zhou, Rui Zhang, Wei Liu, Weixun Wang, Jiaheng Liu, Wenbo Su

  31158-31166

  2026-03-14

• Relink: Constructing Query-Driven Evidence Graph On-the-Fly for GraphRAG

  Manzong Huang, Chenyang Bu, Yi He, Xingrui Zhuo, Xindong Wu

  31202-31210

  2026-03-14

• BiCycle: Group-wise Recursive Transformer Based on ASR Mechanism

  Min Ho Jang, Eun Seo Seo, Jin Young Kim, Hyeongsoo Lim, Ji Won Yoon

  31238-31246

  2026-03-14

• Bootstrapping LLMs via Preference-Based Policy Optimization

  Chen Jia

  31256-31264

  2026-03-14

• LiteLong: Resource-Efficient Long-Context Data Synthesis for LLMs

  Junlong Jia, Xing Wu, Chaochen Gao, Ziyang Chen, Zijia Lin, Zhongzhi Li, Weinong Wang, Haotian Xu, Donghui Jin, Debing Zhang, Binghui Guo

  31274-31282

  2026-03-14

• MEML-GRPO: Heterogeneous Multi-Expert Mutual Learning for RLVR Advancement

  Weitao Jia, Jinghui Lu, Haiyang Yu, Siqi Wang, Guozhi Tang, An-Lan Wang, Weijie Yin, Dingkang Yang, Yuxiang Nie, Bin Shan, Hao Feng, Irene Li, Kun Yang, Han Wang, Jingqun Tang, Teng Fu, Changhong Jin, Chao Feng, Xiaohui Lv, Can Huang

  31283-31291

  2026-03-14

• Importance-Aware Data Selection for Efficient LLM Instruction Tuning

  Tingyu Jiang, Shen Li, Yiyao Song, Lan Zhang, Hualei Zhu, Yuan Zhao, Xiaohang Xu, Kenjiro Taura, Hao Henry Wang

  31328-31336

  2026-03-14

• Difficulty Is Not Enough: Curriculum Learning for LLMs Fine-tuning Must Consider Utility

  Zishang Jiang, Jinyi Han, Tingyun Li, Xinyi Wang, Sihang Jiang, Xiaojun Meng, Jiansheng Wei, Jiaqing Liang, Yanghua Xiao

  31365-31373

  2026-03-14

• Embracing Positional Bias in Multiple-Choice Question Answering via Permutation Equivariant Neural Networks

  Chengyu Jiao, Siyin Huang, Yu Zhang

  31374-31382

  2026-03-14

• WikiMAG: A Multi-Agent Guided Framework for Generating Structured Wikipedia-like Articles

  Xiuli Kang, Yinlong Xiao, Minghao Hu, Yuan Huang, Bin Mao, Ming Wang, Fang Wang, Zhunchen Luo, Wei Luo, Guotong Geng

  31401-31409

  2026-03-14

• SampurNER: Fine-Grained Named Entity Recognition Dataset for 22 Indian Languages

  Prachuryya Kaushik, Ashish Anand

  31410-31418

  2026-03-14

• CATCH: A Controllable Theme Detection Framework with Contextualized Clustering and Hierarchical Generation

  Rui Ke, Jiahui Xu, Shenghao Yang, Kuang Wang, Feng Jiang, Haizhou Li

  31419-31428

  2026-03-14

• Reinforce Trustworthiness in Multimodal Emotional Support System

  Huy M. Le, Dat Tien Nguyen, Ngan T. T. Vo, Tuan D. Q. Nguyen, Nguyen Le Binh, Duy Minh Ho Nguyen, Daniel Sonntag, Lizi Liao, Binh T. Nguyen

  31474-31482

  2026-03-14

• Modeling Uncertainty Trends for Timely Retrieval in Dynamic RAG

  Bo Li, Tian Tian, Zhenghua Xu, Hao Cheng, Shikun Zhang, Wei Ye

  31527-31535

  2026-03-14

• KVmix: Gradient-Based Layer Importance-Aware Mixed-Precision Quantization for KV Cache

  Fei Li, Song Liu, Weiguo Wu, Shiqiang Nie, Jinyu Wang

  31563-31572

  2026-03-14

• From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning

  Haoyu Li, Xuhong Li, Yiming Dong, Kun Liu

  31600-31608

  2026-03-14

• From Hypothesis to Premises: LLM-based Backward Logical Reasoning with Selective Symbolic Translation

  Qingchuan Li, Mingyue Cheng, Zirui Liu, Daoyu Wang, Yuting Zeng, Tongxuan Liu

  31671-31679

  2026-03-14

• OSVBench: Benchmarking LLMs on Specification Generation Tasks for Operating System Verification

  Shangyu Li, Juyong Jiang, Tiancheng Zhao, Jiasi Shen

  31698-31707

  2026-03-14