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• MCTSr-Zero: Self-Reflective Psychological Counseling Dialogues Generation via Principles and Adaptive Exploration

  Hao Lu, Yanchi Gu, Haoyuan Huang, Yulin Zhou, Ningxin Zhu, Chen Li

  32320-32328

  2026-03-14

• DomainCQA: Crafting Knowledge-Intensive QA from Domain-Specific Charts

  Yujing Lu, Ling Zhong, Jing Yang, Weiming Li, Peng Wei, Yongheng Wang, Manni Duan, Qing Zhang

  32347-32355

  2026-03-14

• Better Datasets Start from RefineLab: Automatic Optimization for High-Quality Dataset Refinement

  Xiaonan Luo, Yue Huang, Ping He, Xiangliang Zhang

  32374-32382

  2026-03-14

• Beyond Tokens: Dynamic Latent Reasoning via Semantic Residual Refinement

  Fangrui Lv, Lei Wang, Ruixin Hong, Yong Du, Xiangyu Wu, Tingting Gao, Guorui Zhou, Changshui Zhang

  32383-32391

  2026-03-14

• A Boundary Token Graph for Zero-Shot Relation Triplet Extraction Involving Discontinuous Entities

  Kailun Lyu, Zehan Li, Fu Zhang, Jingwei Cheng

  32401-32409

  2026-03-14

• Inference-Aware Prompt Optimization for Aligning Black-Box Large Language Models

  Saaduddin Mahmud, Mason Nakamura, Kyle Hollins Wray, Shlomo Zilberstein

  32455-32464

  2026-03-14

• BhashaKritika: Building Synthetic Pretraining Data at Scale for Indic Languages

  Guduru Manoj, Neel Prabhanjan Rachamalla, Ashish Kulkarni, Gautam Rajeev, Jay Piplodiya, Arul Menezes, Shaharukh Khan, Souvik Rana, Manya Sah, Chandra Khatri, Shubham Agarwal

  32483-32491

  2026-03-14

• QuanTaxo: A Quantum Approach to Self-Supervised Taxonomy Expansion

  Sahil Mishra, Avi Patni, Niladri Chatterjee, Tanmoy Chakraborty

  32501-32509

  2026-03-14

• GateRA: Token-aware Modulation for Parameter-Efficient Fine-tuning

  Jie Ou, Shuaihong Jiang, Yingjun Du, Cees G. M. Snoek

  32610-32618

  2026-03-14

• SERL: Self-Examining Reinforcement Learning on Open-Domain

  Weixuan Ou, Yanzhao Zheng, Shuoshuo Sun, Wei Zhang, Baohua Dong, Hangcheng Zhu, Ruohui Huang, Gang Yu, Pengwei Yan, Yifan Qiao

  32619-32627

  2026-03-14

• WALKSAFE: Risk-aware Graph Random Walk with Bi-GRPO for LLM Safety

  Shilong Pan, Zhiliang Tian, Wanlong Yu, Zhen Huang, Qingyu Qiu, Zihan Chen, Zhonghao Sun, Minlie Huang, Dongsheng Li

  32655-32663

  2026-03-14

• Don’t Stop the Multi-Party! On Generating Synthetic Written Multi-Party Conversations with Constraints

  Nicolò Penzo, Marco Guerini, Bruno Lepri, Goran Glavaš, Sara Tonelli

  32701-32709

  2026-03-14

• 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