| 2026 | LLMs in Sarcasm Detection? It's elementary! (Or is it?). | Priyanshu Mahato, Aniket Santosh Mishra, Kripabandhu Ghosh |
| 2026 | Paper2Rebuttal: A Multi-Agent Framework for Transparent Author Response Assistance. | Qianli Ma, Chang Guo, Zhiheng Tian, Siyu Wang, Jipeng Xiao, Yuanhao Yue, Zhipeng Zhang |
| 2026 | M³-VQA: A Benchmark for Multimodal, Multi-Entity, Multi-Hop Visual Question Answering. | Jiatong Ma, Longteng Guo, Yuchen Liu, Zijia Zhao, Dongze Hao, Xuanxu Lin, Jing Liu |
| 2026 | When Efficiency Meets Safety: A Benchmark Security Analysis of KV Cache Compression in Large Language Models. | Xiaoxiao Ma, Kuofeng Gao, Zeyi Lu, Wenxi Jiang, Hao Fang, Hao Wu, Bin Chen, Shu-Tao Xia |
| 2026 | Par-ITA: Benchmarking Seq2Seq and LLMs on a Human-Supervised Parallel Corpus for Italian Hyperpartisan Neutralization. | Michele Joshua Maggini, Sren Fomsgaard, Michele Maestroni, Gal Dias, Pablo Gamallo |
| 2026 | LQM: Linguistically Motivated Multidimensional Quality Metrics for Machine Translation. | Samar Mohamed Magdy, Fakhraddin Alwajih, Abdellah El Mekki, Wesam El-Sayed, Muhammad Abdul-Mageed |
| 2026 | AVA: Attentive VLM Agent for Mastering StarCraft II. | Weiyu Ma, Yuqian Fu, Zecheng Zhang, Bernard Ghanem, Guohao Li |
| 2026 | Emotion-Cause Pair Extraction in Conversations via Semantic Decoupling and Alignment. | Tianxiang Ma, Weijie Feng, Xinyu Wang, Zhiyong Cheng |
| 2026 | Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management. | Weitao Ma, Xiaocheng Feng, Lei Huang, Xiachong Feng, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Bing Qin |
| 2026 | Leveraging Label Semantics and Entity Description Generation for LLM-based Fine-grained Entity Typing. | Yingying Ma, Hongliang Dai, Xia Zhang, Piji Li |
| 2026 | Working Memory Constraints Scaffold Learning in Transformers under Data Scarcity. | Pranava Madhyastha, Dagmar Adamcova |
| 2026 | Decomposed Prompting Does Not Fix Knowledge Gaps, But Helps Models Say "I Don't Know". | Dhruv Madhwal, Lyuxin David Zhang, Dan Roth, Tomer Wolfson, Vivek Gupta |
| 2026 | Common to Whom? Regional Cultural Commonsense and LLM Bias in India. | Sangmitra Madhusudan, Trush Shashank More, Steph Buongiorno, Renata Dividino, Jad Kabbara, Ali Emami |
| 2026 | CEAID: Benchmark of Multilingual Machine-Generated Text Detection Methods for Central European Languages. | Dominik Macko, Jakub Kopl |
| 2026 | From Local Perspective to Global Reasoning: A Neuro-Symbolic Framework for Zero-Shot Relation Extraction. | Kailun Lyu, Fu Zhang, Zehan Li, Jingwei Cheng |
| 2026 | AgenticQwen: Training Small Agentic Language Models with Dual Data Flywheels for Industrial-Scale Tool Use. | Yuanjie Lyu, Chengyu Wang, Haonan Zheng, Yuanhao Yue, Junbing Yan, Ming Wang, Jun Huang |
| 2026 | ClinAlign: Scaling Healthcare Alignment from Clinician Preference. | Shiwei Lyu, Xidong Wang, Hao Zhu, Lei Liu, Chaohe Zhang, Jian Wang, Jinjie Gu, Benyou Wang, Yue Shen |
| 2026 | AutoTaskEval: Towards Domain-Specific and Fine-Grained Evaluation for LLMs. | Qingqing Lyu, Linjuan Wu, Yongliang Shen, Hengwei Liu, Hao Li, Shengpei Jiang, Yin Zhang, Weiming Lu |
| 2026 | Mock Worlds, Real Skills: Building Small Agentic Language Models with Synthetic Tasks, Simulated Environments, and Rubric-Based Rewards. | Yuanjie Lyu, Chengyu Wang, Lei Shen, Jun Huang, Tong Xu |
| 2026 | At Your Own PACE: A Causal Framework for Evaluating EQ in LLMs. | Lei Lyu, Shengling Wang, Ke Chao, Yichao Wei |
| 2026 | Revealing and Enhancing Core Visual Regions: Harnessing Internal Attention Dynamics for Hallucination Mitigation in LVLMs. | Guangtao Lyu, Qi Liu, Chenghao Xu, Jiexi Yan, Muli Yang, Xueting Li, Fen Fang, Cheng Deng |
| 2026 | EvoEdit: Evolving Null-space Alignment for Robust and Efficient Knowledge Editing. | Sicheng Lyu, Yu Gu, Xinyu Wang, Jerry Huang, Sitao Luan, Yufei Cui, Xiao-Wen Chang, Peng Lu |
| 2026 | Privacy Risks of Intermediate Representations: Attribute Inference in Distributed LLM Inference. | Yang Lyu, Jin Cao, Yang Xiao, Zhe Sun, Ben Niu, Fenghua Li, Hui Li |
| 2026 | PersonalAlign: Hierarchical Implicit Intent Alignment for Personalized GUI Agent with Long-Term User-Centric Records. | Yibo Lyu, Gongwei Chen, Rui Shao, Weili Guan, Liqiang Nie |
| 2026 | ReasMark: A Robust Watermark for Attributing LLM Reasoning Under Knowledge Distillation Attacks. | Peizhuo Lv, Ruihua Zhou, Yunpeng Li, Ruigang Liang, Xingshuo Han, XiaoFeng Wang, Wei Dong, Yuling Liu |