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• GloCTM: Cross-Lingual Topic Modeling via a Global Context Space

  Nguyen Tien Phat, Ngo Vu Minh, Linh Ngo Van, Nguyen Thi Ngoc Diep, Thien Huu Nguyen

  32710-32718

  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

• 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

• PASE: Leveraging the Phonological Prior of WavLM for Low-Hallucination Generative Speech Enhancement

  Xiaobin Rong, Qinwen Hu, Mansur Yesilbursa, Kamil Wojcicki, Jing Lu

  32826-32834

  2026-03-14

• Speech-Aware Long Context Pruning and Integration for Contextualized Automatic Speech Recognition

  Yiming Rong, Yixin Zhang, Ziyi Wang, Deyang Jiang, Yunlong Zhao, Haoran Wu, Shiyu Zhou, Bo Xu

  32835-32842

  2026-03-14

• Interactive Evaluation of Large Language Models for Multi-Requirement Software Engineering Tasks

  Dimitrios Rontogiannis, Maxime Peyrard, Nicolas Baldwin, Martin Josifoski, Robert West, Dimitrios Gunopulos

  32843-32850

  2026-03-14

• RMO: Towards Better LLM Alignment via Reshaping Reward Margin Distributions

  Yanchi Ru, Yue Huang, Xiangliang Zhang

  32851-32859

  2026-03-14

• LLMdoctor: Token-Level Flow-Guided Preference Optimization for Efficient Test-Time Alignment of Large Language Models

  Tiesunlong Shen, Rui Mao, Jin Wang, Heming Sun, Jian Zhang, Xuejie Zhang, Erik Cambria

  32920-32928

  2026-03-14

• Enhancing Meme Emotion Understanding with Multi-Level Modality Enhancement and Dual-Stage Modal Fusion

  Yi Shi, Wenlong Meng, Zhenyuan Guo, Chengkun Wei, Wenzhi Chen

  32974-32982

  2026-03-14

• Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning

  Shuzheng Si, Haozhe Zhao, Cheng Gao, Yuzhuo Bai, Zhitong Wang, Bofei Gao, Kangyang Luo, Wenhao Li, Yufei Huang, Gang Chen, Fanchao Qi, Minjia Zhang, Baobao Chang, Maosong Sun

  33001-33009

  2026-03-14

• Sparse-dLLM: Accelerating Diffusion LLMs with Dynamic Cache Eviction

  Yuerong Song, Xiaoran Liu, Ruixiao Li, Zhigeng Liu, Zengfeng Huang, Qipeng Guo, Ziwei He, Xipeng Qiu

  33038-33046

  2026-03-14

• Optimization and Robustness-Informed Membership Inference Attacks for LLMs

  Zichen Song, Qixin Zhang, Ming Li, Yao Shu

  33047-33055

  2026-03-14

• Bridging the Language Gap: Uncovering and Aligning Shared Circuits for Multi-Hop Reasoning in Multilingual LLMs

  Chenghao Sun, Zhen Huang, Yonggang Zhang, Xinmei Tian, Xu Shen, Jieping Ye

  33091-33099

  2026-03-14

• ARQUSUMM: Argument-aware Quantitative Summarization of Online Conversations

  An Quang Tang, Xiuzhen Zhang, Minh Ngoc Dinh, Zhuang Li

  33205-33213

  2026-03-14

• PRAGWORLD: A Benchmark Evaluating LLMs’ Local World Model Under Minimal Linguistic Alterations and Conversational Dynamics

  Sachin Vashistha, Aryan Bibhuti, Atharva Naik, Martin Tutek, Somak Aditya

  33323-33331

  2026-03-14

• MCW-KD: Multi-Cost Wasserstein Knowledge Distillation for Large Language Models

  Hoang Tran Vuong, Tue Le, Quyen Tran, Linh Ngo Van, Trung Le

  33332-33340

  2026-03-14

• Joint Evaluation of Answer and Reasoning Consistency for Hallucination Detection in Large Reasoning Models

  Changyue Wang, Weihang Su, Qingyao Ai, Yiqun Liu

  33377-33385

  2026-03-14

• Re-SpS: A Reinforcement Learning Approach to Speculative Sampling

  Chenan Wang, Daniel H. Shi, Haipeng Chen

  33386-33394

  2026-03-14

• Light-IF: Endowing LLMs with Generalizable Reasoning via Preview and Self-Checking for Complex Instruction Following

  Chenyang Wang, Liang Wen, Shousheng Jia, Xiangzheng Zhang, Liang Xu

  33422-33430

  2026-03-14

• SDEval: Safety Dynamic Evaluation for Multimodal Large Language Models

  Hanqing Wang, Yuan Tian, Mingyu Liu, Zhenhao Zhang, Xiangyang Zhu

  33449-33457

  2026-03-14

• USE: A Unified Model for Universal Sound Separation and Extraction

  Hongyu Wang, Chenda Li, Xin Zhou, Shuai Wang, Yanmin Qian

  33476-33484

  2026-03-14

• Bridging the Tokenizer Gap: Semantics and Distribution-aware Knowledge Transfer for Unbiased Cross-Tokenizer Distillation

  Huazheng Wang, Yongcheng Jing, Haifeng Sun, Jingyu Wang, Jianxin Liao, Leszek Rutkowski, Dacheng Tao

  33494-33502

  2026-03-14

• A General Highly Accurate Online Planning Method Integrating Large Language Models into Nested Rollout Policy Adaptation for Dialogue Tasks

  Hui Wang, Fafa Zhang, Xiaoyu Zhang, Chaoxu Mu

  33503-33511

  2026-03-14

• TTA-Bench: A Comprehensive Benchmark for Evaluating Text-to-Audio Models

  Hui Wang, Cheng Liu, Junyang Chen, Haoze Liu, Yuhang Jia, Shiwan Zhao, Jiaming Zhou, Haoqin Sun, Hui Bu, Yong Qin

  33512-33520

  2026-03-14

• ShoppingBench: A Real-World Intent-Grounded Shopping Benchmark for LLM-based Agents

  Jiangyuan Wang, Kejun Xiao, Qi Sun, Huaipeng Zhao, Tao Luo, Jian Dong Zhang, Xiaoyi Zeng

  33521-33529

  2026-03-14