Findings of the Association for Computational Linguistics 2026: all accepted papers
- XQ-MEval: A Dataset with Cross-lingual Parallel Quality for Benchmarking Translation MetricsJingxuan Liu, Zhi Qu, Jin Tei et al.our summary
- You Never Know a Person, You Only Know Their Defenses: Detecting Levels of Psychological Defense Mechanisms in Supportive Conversations ↗Hongbin Na, Zimu Wang, Zhaoming Chen et al.
- You Only Need One Single Token to Refine Safety Alignment ↗Wenqian Yu, Shuo Chen, Zhijiang Li et al.
- Your LLM Agents are Temporally Blind: The Misalignment Between Tool Use Decisions and Human Time Perception ↗Yize Cheng, Arshia Soltani Moakhar, Chenrui Fan et al.
- Zero-Shot Context-Aware ASR for Diverse Arabic Varieties ↗Bashar Talafha, Amin Abu Alhassan, Muhammad Abdul-Mageed
- Zipage: Maintain High Request Concurrency for LLM Reasoning through Compressed PagedAttention ↗Mengqi Liao, Lu Wang, Chaoyun Zhang et al.
- ZoomRAG: Hierarchical Random-walk Zooming across Multi-scale Information Graphs for Fast and Accurate RAG ↗Xianming Hu, Jingyang Chen, Bin Tang et al.
- [b] = [d] - [t] + [p]: Self-supervised Speech Models Discover Phonological Vector Arithmetic ↗Kwanghee Choi, Eunjung Yeo, Cheol Jun Cho et al.
- \textmusicalnote Something Just Like TRuST \textmusicalnote *: Toxicity Recognition of Span and Target ↗Berk Atıl, Namrata Sureddy, Rebecca J. Passonneau
- “I Don't Know What to Say”: A Fact-Filling Questionnaire Method to Help Non-Experts Talk to LegalAI Assistant ↗Yuting Huang, Yiquan Wu, Meitong Guo et al.
- a1: Steep Test-time Scaling Law via Environment Augmented Generation ↗Lingrui Mei, Shenghua Liu, Yiwei Wang et al.
- code-transformed: The Influence of Large Language Models on Code ↗Yuliang Xu, Siming Huang, Mingmeng Geng et al.
- e5-omni: Explicit Cross-modal Alignment for Omni-modal Embeddings ↗Haonan Chen, Sicheng Gao, Radu Timofte et al.
- ltzGLUE: Luxembourgish General Language Understanding Evaluation ↗Alistair Plum, Felicia Körner, Anne-Marie Lutgen et al.
- mPresenter: An Agentic Framework for Generating Multilingual Presentation Videos from Scientific Papers ↗Wenhan Han, Xiao Xiao, Mykola Pechenizkiy et al.
- pQuant: Towards Effective Low-Bit Language Models via Decoupled Linear Quantization-Aware Training ↗Wenzheng Zhang, Bingzheng Liu
- x1: Learning to Think Adaptively Across Languages and Cultures ↗Yangfan Ye, Xiaocheng Feng, Xiachong Feng et al.
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