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• 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

• QiMeng-CRUX: Narrowing the Gap Between Natural Language and Verilog via Core Refined Understanding eXpression

  Lei Huang, Rui Zhang, Jiaming Guo, Yang Zhang, Di Huang, Shuyao Cheng, Pengwei Jin, Chongxiao Li, Zidong Du, Xing Hu, Yunji Chen, Qi Guo

  31193-31201

  2026-03-14

• MedS³: Towards Medical Slow Thinking with Self-Evolved Soft Dual-sided Process Supervision

  Shuyang Jiang, Yusheng Liao, Zhe Chen, Ya Zhang, Yanfeng Wang, Yu Wang

  31319-31327

  2026-03-14

• Backdooring Rationalization

  Lingxiao Kong, Jiahui Jiang, Wenchao Xu, Lei Wu

  31447-31455

  2026-03-14

• Template-Theorems Graph Construction to Enhance Mathematical Reasoning Capabilities of LLM

  Yarong Lan, Yajing Xu, Huajun Chen

  31465-31473

  2026-03-14

• HPSU: A Benchmark for Human-Level Perception in Real-World Spoken Speech Understanding

  Chen Li, Peiji Yang, Yicheng Zhong, Jianxing Yu, Zhisheng Wang, Zihao Gou, Wenqing Chen, Jian Yin

  31536-31544

  2026-03-14

• K-STaR: Knowledge-Aware Self-Taught Reasoner

  Guozheng Li, Xinyu Zhang

  31573-31581

  2026-03-14

• Do Not Merge My Model! Safeguarding Open-Source LLMs Against Unauthorized Model Merging

  Qinfeng Li, Miao Pan, Jintao Chen, Fu Teng, Zhiqiang Shen, Ge Su, Hao Peng, Xuhong Zhang

  31662-31670

  2026-03-14

• TruthfulRAG: Resolving Factual-level Conflicts in Retrieval-Augmented Generation with Knowledge Graphs

  Shuyi Liu, Yu-Ming Shang, Xi Zhang

  32168-32176

  2026-03-14

• Judge Q: Trainable Queries for Optimized Information Retention in KV Cache Eviction

  Yijun Liu, Yixuan Wang, Yuzhuang Xu, Shiyu Ji, Yang Xu, Qingfu Zhu, Wanxiang Che

  32240-32248

  2026-03-14

• InfiGUI-G1: Advancing GUI Grounding with Adaptive Exploration Policy Optimization

  Yuhang Liu, Zeyu Liu, Shuanghe Zhu, Pengxiang Li, Congkai Xie, Jiasheng Wang, Xueyu Hu, Xiaotian Han, Jianbo Yuan, Xinyao Wang, Shengyu Zhang, Hongxia Yang, Fei Wu

  32267-32275

  2026-03-14

• MindVote: When AI Meets the Wild West of Social Media Opinion

  Xutao Mao, Ezra Xuanru Tao, Leyao Wang

  32492-32500

  2026-03-14

• Pre-DPO: Improving Data Utilization in Direct Preference Optimization Using a Guiding Reference Model

  Junshu Pan, Wei Shen, Shulin Huang, Qiji Zhou, Yue Zhang

  32646-32654

  2026-03-14

• MAJIC: Markovian Adaptive Jailbreaking via Iterative Composition of Diverse Innovative Strategies

  Weiwei Qi, Shuo Shao, Wei Gu, Tianhang Zheng, Puning Zhao, Zhan Qin, Kui Ren

  32755-32763

  2026-03-14

• PoeTone: A Framework for Constrained Generation of Structured Chinese Songci with LLMs

  Zhan Qu, Shuzhou Yuan, Michael Färber

  32764-32772

  2026-03-14

• SPARE: Single-Pass Annotation with Reference-Guided Evaluation for Automatic Process Supervision and Reward Modelling

  Md Imbesat Hassan Rizvi, Xiaodan Zhu, Iryna Gurevych

  32808-32816

  2026-03-14

• Positional Cognitive Specialization: Where Do LLMs Learn to Comprehend and Speak Your Language?

  Luis Frentzen Salim, Lun-Wei Ku, Hsing-Kuo Kenneth Pao

  32875-32883

  2026-03-14

• BiCA: Effective Biomedical Dense Retrieval with Citation-Aware Hard Negatives

  Aarush Sinha, Pavan Kumar S, Roshan Balaji, Nirav Pravinbhai Bhatt

  33010-33018

  2026-03-14

• Exposing the Cracks: Vulnerabilities of Retrieval-Augmented LLM-based Machine Translation

  Yanming Sun, Runzhe Zhan, Chi Seng Cheang, Han Wu, Xuebo Liu, Yuyao Niu, Fengying Ye, Kaixin Lan, Lidia S. Chao, Derek F. Wong

  33135-33143

  2026-03-14

• CharBench: Evaluating the Role of Tokenization in Character-Level Tasks

  Omri Uzan, Yuval Pinter

  33296-33304

  2026-03-14

• ICL-Router: In-Context Learned Model Representations for LLM Routing

  Chenxu Wang, Hao Li, Yiqun Zhang, Linyao Chen, Jianhao Chen, Ping Jian, Qiaosheng Zhang, Shuyue Hu

  33413-33421

  2026-03-14

• Improving Implicit Discourse Relation Recognition with Natural Language Explanations from LLMs

  Heng Wang, Changxing Wu

  33467-33475

  2026-03-14

• Ghost in the Transformer: Detecting Model Reuse with Invariant Spectral Signatures

  Suqing Wang, Ziyang Ma, Li Xinyi, Zuchao Li

  33648-33656

  2026-03-14

• DPRM: A Dual Implicit Process Reward Model in Multi-Hop Question Answering

  Xinyi Wang, Yiping Song, Zhiliang Tian, Bo Liu, Tingjin Luo, Minlie Huang

  33683-33691

  2026-03-14

• Finding the Translation Switch: Discovering and Exploiting the Task-Initiation Features in LLMs

  Xinwei Wu, Heng Liu, Xiaohu Zhao, Yuqi Ren, Linlong Xu, Longyue Wang, Deyi Xiong, Weihua Luo, Kaifu Zhang

  33971-33979

  2026-03-14