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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

• MCP-AgentBench: Evaluating Real-World Language Agent Performance with MCP-Mediated Tools

  Zikang Guo, Benfeng Xu, Chiwei Zhu, Wentao Hong, Xiaorui Wang, Zhendong Mao

  30888-30896

  2026-03-14

• MoSE: Hierarchical Self-Distillation Enhances Early Layer Embeddings

  Andrea Gurioli, Federico Pennino, Joao Monteiro, Maurizio Gabbrielli

  30897-30906

  2026-03-14

• LaTeX2Layout: High-Fidelity, Scalable Document Layout Annotation Pipeline for Layout Detection

  Feijiang Han, Zelong Wang, Bowen Wang, Xinxin Liu, Skyler Cheung, Delip Rao, Chris Callison-Burch, Lyle Ungar

  30907-30915

  2026-03-14

• Multi-granularity Interactive Attention Framework for Residual Hierarchical Pronunciation Assessment

  Hong Han, Hao-Chen Pei, Zhao-Zheng Nie, Xin Luo, Xin-Shun Xu

  30916-30924

  2026-03-14

• Uncertainty-Based Methods for Automated Process Reward Data Construction and Output Aggregation in Mathematical Reasoning

  Jiuzhou Han, Wray Buntine, Ehsan Shareghi

  30925-30933

  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

• Fact2Fiction: Targeted Poisoning Attack to Agentic Fact-checking System

  Haorui He, Yupeng Li, Bin Benjamin Zhu, Dacheng Wen, Reynold Cheng, Francis C. M. Lau

  30943-30950

  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

• PaSE: Prototype-aligned Calibration and Shapley-based Equilibrium for Multimodal Sentiment Analysis

  Kang He, Boyu Chen, Yuzhe Ding, Fei Li, Chong Teng, Donghong Ji

  30960-30968

  2026-03-14

• ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions

  Xingwei He, Qianru Zhang, Pengfei Chen, Guanhua Chen, Linlin Yu, Yuan Yuan, Siu-Ming Yiu

  30969-30977

  2026-03-14

• TRACE: Trajectory-based Activation Change Estimation for Task-specific Data Selection

  Ye He, Shangzhan Li, Yuxin Zhou, Qi Shi

  30978-30986

  2026-03-14

• FinMathBench: A Formula-Driven Benchmark for Evaluating LLMs’ Math Reasoning Capabilities in Finance

  Yi He, Ping Wang, Shiqiang Xiong, Chao Chen, Haixiang Hu

  30987-30995

  2026-03-14

• Exploring Depth Generalization in Large Language Models for Solving Recursive Logic Tasks

  Zhiyuan He

  30996-31004

  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

• Format Matters: The Robustness of Multimodal LLMs in Reviewing Evidence from Tables and Charts

  Xanh Ho, Yun-Ang Wu, Sunisth Kumar, Florian Boudin, Atsuhiro Takasu, Akiko Aizawa

  31014-31022

  2026-03-14

• Benchmarking LLMs’ Mathematical Reasoning with Unseen Random Variables Questions

  Zijin Hong, Hao Wu, Su Dong, Junnan Dong, Yilin Xiao, Yujing Zhang, Zhu Wang, Feiran Huang, Linyi Li, Hongxia Yang, Xiao Huang

  31023-31031

  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

• End-to-End Contrastive Language-Speech Pretraining Model for Long-Form Spoken Question Answering

  Jiliang Hu, Zuchao Li, Baoyuan Qi, Guoming Liu, Ping Wang

  31041-31049

  2026-03-14

• AgentMental: An Interactive Multi-Agent Framework for Explainable and Adaptive Mental Health Assessment

  Jinpeng Hu, Ao Wang, Qianqian Xie, Zhuo Li, Hui Ma, Dan Guo

  31050-31058

  2026-03-14

• DUP: Detection-guided Unlearning for Backdoor Purification in Language Models

  Man Hu, Yahui Ding, Yatao Yang, Liangyu Chen, Yanhao Jia, Shuai Zhao

  31059-31067

  2026-03-14

• TaxReasoning: Benchmarking Knowledge-Intensive Mathematical Reasoning with Evolving Tax Laws

  Nan Hu, Yike Wu, Jiaye Li, HuiKang Hu, Guilin Qi, Songlin Zhai, Yongrui Chen, Tianxing Wu, Tongtong Wu, Jiaoyan Chen, Jeff Z. Pan

  31068-31076

  2026-03-14

• On the Evaluation of Capability Estimation Methods for Large Language Models

  Qiang Hu, Jin Wen, Yao Zhang, Maxime Cordy, Yongqiang Lyu

  31077-31085

  2026-03-14

• SAR: A Structure-Aligned Reasoning Framework for Temporal Knowledge Graph Question Answering

  Qianyi Hu, Jiaxue Liu, Xinhui Tu, Shoujin Wang

  31086-31094

  2026-03-14