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• QueryAligner: Customizing User Query to Match LLMs Preferences for Better Intent Recognition

  Yunlong Ma, Bo Wang, Yihong Tang, Zifei Yu, Chenyun Xue, Gaoke Zhang, Yuexian Hou

  32446-32454

  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

• RefRea: Reference-Guided Reasoning with Meta-Cognition for Accurate Language Model Agents

  Yuxiang Mai, Qiyue Yin, Wancheng Ni, Jianwei Guo, Xiaogang Ouyang, Pei Xu, Kaiqi Huang

  32465-32473

  2026-03-14

• Confidence Estimation for Text-to-SQL in Large Language Models

  Sepideh Entezari Maleki, Mohammadreza Pourreza, Davood Rafiei

  32474-32482

  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

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

  Xutao Mao, Ezra Xuanru Tao, Leyao Wang

  32492-32500

  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

• Textual Self-Attention Network: Test-Time Preference Optimization Through Textual Gradient-Based Attention

  Shibing Mo, Haoyang Ruan, Kai Wu, Jing Liu

  32510-32518

  2026-03-14

• Hearing More with Less: Multi-Modal Retrieval-and-Selection Augmented Conversational LLM-Based ASR

  Bingshen Mu, Hexin Liu, Hongfei Xue, Kun Wei, Lei Xie

  32519-32527

  2026-03-14

• A Multi-Agent LLM Framework for Multi-Domain Low-Resource In-Context NER via Knowledge Retrieval, Disambiguation and Reflective Analysis

  Wenxuan Mu, Jinzhong Ning, Di Zhao, Yijia Zhang

  32528-32536

  2026-03-14

• Learning from the Undesirable: Robust Adaptation of Language Models Without Forgetting

  Yunhun Nam, Jaehyung Kim, Jongheon Jeong

  32537-32545

  2026-03-14

• Probabilities Are All You Need: A Probability-Only Approach to Uncertainty Estimation in Large Language Models

  Manh Nguyen, Sunil Gupta, Hung Le

  32546-32554

  2026-03-14

• Hallucinate Less by Thinking More: Aspect-Based Causal Abstention for Large Language Models

  Vy Nguyen, Ziqi Xu, Jeffrey Chan, Estrid He, Feng Xia, Xiuzhen Zhang

  32555-32563

  2026-03-14

• GitTaskBench: A Benchmark for Code Agents Solving Real-World Tasks Through Code Repository Leveraging

  Ziyi Ni, Huacan Wang, Shuo Zhang, Shuo Lu, Ziyang He, WangYou , Zhenheng Tang, Sen Hu, Bo Li, Chen Hu, Binxing Jiao, Daxin Jiang, Yuntao Du, Pin Lyu

  32564-32572

  2026-03-14

• Privacy-protected Retrieval-Augmented Generation for Knowledge Graph Question Answering

  Yunfeng Ning, Mayi Xu, Jintao Wen, Qiankun Pi, Yuanyuan Zhu, Ming Zhong, Jiawei Jiang, Tieyun Qian

  32573-32581

  2026-03-14

• TokenPowerBench: Benchmarking the Power Consumption of LLM Inference

  Chenxu Niu, Wei Zhang, Jie Li, Yongjian Zhao, Tongyang Wang, Xi Wang, Yong Chen

  32582-32590

  2026-03-14

• Latent Self-Consistency for Reliable Majority-Set Selection in Short- and Long-Answer Reasoning

  Jungsuk Oh, Jay-Yoon Lee

  32591-32599

  2026-03-14

• GSAP-ERE: Fine-Grained Scholarly Entity and Relation Extraction Focused on Machine Learning

  Wolfgang Otto, Lu Gan, Sharmila Upadhyaya, Saurav Karmakar, Stefan Dietze

  32600-32609

  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

• DSCodeBench: A Realistic Benchmark for Data Science Code Generation

  Shuyin Ouyang, Dong HUANG, Jingwen Guo, Zeyu Sun, Qihao Zhu, Jie M. Zhang

  32628-32636

  2026-03-14

• Bias Association Discovery Framework for Open-Ended LLM Generations

  Jinhao Pan, Chahat Raj, Ziwei Zhu

  32637-32645

  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

• 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

• Explain with Visual Keypoints Like a Real Mentor! A Benchmark for Multimodal Solution Explanation

  Jaewoo Park, Jungyang Park, Dongju Jang, Jiwan Chung, Byungwoo Yoo, Jaewoo Shin, Seonjoon Park, Taehyeong Kim, Youngjae Yu

  32664-32672

  2026-03-14