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ACL 2026

A*

Annual Meeting of the Association for Computational Linguistics

Official site ↗
4,819
accepted papers
20,332
authors
July 2 - 7, 2026
dates
United States
location

300 / 4,819 papers

  1. 1
    "Excuse me, may I say something..." CoLabScience, A Proactive AI Assistant for Biomedical Discovery and LLM-Expert Collaborations
    Yang Wu
    ,
    Jinhong Yu
    ,
    Jingwei Xiong
    ,
    Zhimin Tao
    ,
    Xiaozhong Liu
  2. 2
    "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
    ,
    Ang Li
    ,
    Xiaozhong Liu
    ,
    Keting Yin
    ,
    Fei Wu
    ,
    Kun Kuang
  3. 3
    "I See What You Did There": Can Large Vision-Language Models Understand Multimodal Puns?
    Naen Xu
    ,
    Jiayi Sheng
    ,
    Changjiang Li
    ,
    Chunyi Zhou
    ,
    Yuyuan Li
    ,
    Tianyu Du
    ,
    Jun Wang
    ,
    Zhihui Fu
    ,
    Jinbao Li
    ,
    Shouling Ji
  4. 4
    "Newspaper Eat" Means "Not Tasty": A Taxonomy and Benchmark for Coded Language in Real-World Chinese Online Reviews
    Ruyuan Wan
    ,
    Changye Li
    ,
    Ting-Hao 'Kenneth' Huang
  5. 5
    "Penny Wise, Pixel Foolish": Bypassing Price Constraints in Multimodal Agents via Visual Adversarial Perturbations
    Jiachen Qian
    ,
    Zhaolu Kang
  6. 6
    1,729 vs. 1729: The Effect of Scripts and Formats on LLM Numeracy
    Varshini Reddy
    ,
    Craig W. Schmidt
    ,
    Seth Ebner
    ,
    Adam Wiemerslage
    ,
    Yuval Pinter
    ,
    Chris Tanner
  7. 7
    [b] = [d] - [t] + [p]: Self-supervised Speech Models Discover Phonological Vector Arithmetic
    Kwanghee Choi
    ,
    Eunjung Yeo
    ,
    Cheol Jun Cho
    ,
    David Harwath
    ,
    David R. Mortensen
  8. 8
    \mathcalR³: Advertisement Compliance \mathcalRectification via Group-\mathcalRelative Experience Extractor and Curriculum \mathcalReinforcement
    Yuan Chen
    ,
    Zhenyu Hu
    ,
    Mengge Xue
    ,
    Te Cao
    ,
    Liqun Liu
    ,
    Peng Shu
    ,
    Huan Yu
    ,
    Jie Jiang
  9. 9
    A BERTology View of LLM Orchestrations: Token- and Layer-Selective Probes for Efficient Single-Pass Classification
    Gonzalo Ariel Meyoyan
    ,
    Luciano Del Corro
  10. 10
    A Comprehensive Survey of Process Reward Models: Data Generation, Model Construction, and Usage
    Congmin Zheng
    ,
    Jiachen Zhu
    ,
    Zhuoying Ou
    ,
    Yuxiang Chen
    ,
    Kangning Zhang
    ,
    Rong Shan
    ,
    Zeyu Zheng
    ,
    Mengyue Yang
    ,
    Jianghao Lin
    ,
    Yong Yu
    ,
    Weinan Zhang
  11. 11
    A Computational Method for Measuring Open Codes in Qualitative Analysis
    John Chen
    ,
    Alexandros Nikolaos Lotsos
    ,
    Sihan Cheng
    ,
    Lexie Zhao
    ,
    Yanjia Zhang
    ,
    Jessica Hullman
    ,
    Bruce Sherin
    ,
    Uri Wilensky
    ,
    Michael S. Horn
  12. 12
    A Counterfactual Explanation Framework for Retrieval Models
    Bhavik Chandna
    ,
    Procheta Sen
  13. 13
    A Data-Centric Approach to Generalizable Speech Deepfake Detection
    Wen Huang
    ,
    Yuchen Mao
    ,
    Yanmin Qian
  14. 14
    A Data-Efficient Path to Multilingual LLMs: Language Expansion via Post-training PARAMΔ Integration into Upcycled MoE
    Hao Zhou
    ,
    Tianhao Li
    ,
    Zhijun Wang
    ,
    Shuaijie She
    ,
    Linjuan Wu
    ,
    Hao-Ran Wei
    ,
    Baosong Yang
    ,
    Jiajun Chen
    ,
    Shujian Huang
  15. 15
    A Diversity Diet for a Healthier Model: A Case Study of French ModernBERT
    Louis Estève
    ,
    Christophe Servan
    ,
    Thomas Lavergne
    ,
    Agata Savary
  16. 16
    A Dual-Phase Self-Evolution Framework for Large Language Models
    Haoran Sun
    ,
    Zekun Zhang
    ,
    Shaoning Zeng
  17. 17
    A Dual-Task Paradigm to Investigate Sentence Comprehension Strategies in Language Models
    Rei Emura
    ,
    Saku Sugawara
  18. 18
    A Dual-View Analysis of Multiple Languages in Colonial Newspapers
    Zhan Su
    ,
    Xiaoya Chen
    ,
    Fengran Mo
    ,
    Ida L. Vos
    ,
    Prayag Tiwari
    ,
    Yazhou Zhang
    ,
    Qian Zheng
    ,
    Natalia da Silva Perez
  19. 19
    A Dynamic Self-Evolving Extraction System
    Moin Aminnaseri
    ,
    Hannah Kim
    ,
    Estevam Hruschka
  20. 20
    A Few Bad Apples Spoil the Bunch: Preventing Global Entropy Collapse Driven by a Small Set of Tokens in LLM Reasoning
    Jaeeun Jang
    ,
    Hansle Lee
    ,
    Sangmin Kim
  21. 21
    A Framework of Reflective Agents with Adaptive Collaboration for Attributed Summary Generation
    Yu Chen
    ,
    Peng Chen
    ,
    Ziwei Zheng
    ,
    Bang Wang
  22. 22
    A Functionality-Grounded Benchmark for Evaluating Web Agents in E-commerce Domains
    Xianren Zhang
    ,
    Shreyas Prasad
    ,
    Di Wang
    ,
    Qiuhai Zeng
    ,
    Suhang Wang
    ,
    Wenbo Yan
    ,
    Mat Hans
  23. 23
    A Game-Theoretica Negotiation Framework for Cross-Cultural Consensus
    Guoxi Zhang
    ,
    Jiawei Chen
    ,
    Tianzhuo Yang
    ,
    Jiaming Ji
    ,
    Yaodong Yang
    ,
    Juntao Dai
  24. 24
    A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Task
    Shuzheng Si
    ,
    Haozhe Zhao
    ,
    Kangyang Luo
    ,
    Gang Chen
    ,
    Fanchao Qi
    ,
    Minjia Zhang
    ,
    Baobao Chang
    ,
    Maosong Sun
  25. 25
    A Graph Talks, But Who's Listening? Rethinking Evaluations for Graph-Language Models
    Soham Petkar
    ,
    Hari Aakash K
    ,
    Anirudh Vempati
    ,
    Akshit Sinha
    ,
    Ponnurangam Kumaraguru
    ,
    Chirag Agarwal
  26. 26
    A Herd of Language Models Makes a Better Zero-shot Annotator for Clinical Named Entity Recognition
    Seiji Shimizu
    ,
    Shoko Wakamiya
    ,
    Eiji Aramaki
  27. 27
    A Layer-wise Analysis of Supervised Fine-Tuning
    Qinghua Zhao
    ,
    Xueling Gong
    ,
    Xinyu Chen
    ,
    Zhongfeng Kang
    ,
    Xinlu Li
  28. 28
    A Learnable Skill Combination Strategy for Multi-task Learning in Natural Language Understanding
    Zhe Yang
    ,
    Yi Huang
    ,
    Yaqin Chen
    ,
    Mengfei Guo
    ,
    Xiaoting Wu
    ,
    Junlan Feng
  29. 29
    A Lightweight Explainable Guardrail for Prompt Safety
    Md. Asiful Islam
    ,
    Mihai Surdeanu
  30. 30
    A Linguistics-Aware LLM Watermarking via Syntactic Predictability
    Shinwoo Park
    ,
    Hyejin Park
    ,
    Hyeseon An
    ,
    Yo-Sub Han
  31. 31
    A Mechanistic Account of Attention Sinks in GPT-2: One Circuit, Broader Implications for Mitigation
    Yuval Ran-Milo
    ,
    Hila Ofek
    ,
    Shahar Mendel
  32. 32
    A Mechanistic Perspective and Difficulty Metric for Unlearning
    Jiali Cheng
    ,
    Ziheng Chen
    ,
    Chirag Agarwal
    ,
    Hadi Amiri
  33. 33
    A Model of the Language Process
    Brandon Duderstadt
    ,
    Hayden S. Helm
  34. 34
    A Multi-Agent Framework for Feature-Constrained Difficulty Control in Reading Comprehension Item Generation
    Seonjeong Hwang
    ,
    Jun Seo
    ,
    Hyounghun Kim
    ,
    Gary Lee
  35. 35
    A Multi-Agent Framework for High-Interaction Terminal Simulation
    Kai Wei
    ,
    Yuwen Cui
    ,
    Kehan Shen
    ,
    Hua Wei
    ,
    Guangjing Wang
  36. 36
    A Multi-View Media Profiling Suite: Resources, Evaluation, and Analysis
    Muhammad Arslan Manzoor
    ,
    Dilshod Azizov
    ,
    Daniil Orel
    ,
    Umer Siddique
    ,
    Zain Muhammad Mujahid
    ,
    Yufang Hou
    ,
    Preslav Nakov
  37. 37
    A Multilingual Dataset and Empirical Validation for the Mutual Reinforcement Effect in Information Extraction
    Chengguang Gan
    ,
    Sunbowen Lee
    ,
    Qingyu Yin
    ,
    Yunhao Liang
    ,
    Xinyang He
    ,
    Hanjun Wei
    ,
    Younghun Lim
    ,
    Shijian Wang
    ,
    Hexiang Huang
    ,
    Qinghao Zhang
    ,
    Shiwen Ni
    ,
    Tatsunori Mori
  38. 38
    A Multilingual Social Bias Benchmark Incorporating Thinking Processes
    Masahiro Kaneko
    ,
    Danushka Bollegala
    ,
    Timothy Baldwin
  39. 39
    A Multistage Extraction Pipeline for Long Scanned Financial Documents: An Empirical Study in Industrial KYC Workflows
    Yuxuan Han
    ,
    Yuanxing Zhang
    ,
    Yushuo Wang
    ,
    Yichao Jin
  40. 40
    A Novel Matching Paradigm: Unified Generative and Discriminative LLM with Prompt Compression for Relevance Learning
    Guoliang Zhao
    ,
    Zixin Cui
    ,
    Chao Ye
    ,
    Dengwu He
    ,
    Fei Huang
    ,
    Yubo Liu
    ,
    Shuanglong Li
    ,
    Tzungren Kuo
    ,
    Bin Ding
    ,
    Shuang Zhang
    ,
    Kunhong Zhu
    ,
    Zhi Guo
    ,
    Liu Lin
  41. 41
    A Picture is Worth a Thousand Words? An Empirical Study of Aggregation Strategies for Visual Financial Document Retrieval
    Ho Hung Lim
    ,
    Yi Yang
  42. 42
    A Reward-Guided Dual-Phase Framework for Adaptive Inference-Time Reasoning
    Yingqian Cui
    ,
    Zhenwei Dai
    ,
    Pengfei He
    ,
    Bing He
    ,
    Hui Liu
    ,
    Zhan Shi
    ,
    Xianfeng Tang
    ,
    Jingying Zeng
    ,
    Suhang Wang
    ,
    Yue Xing
    ,
    Jiliang Tang
    ,
    Benoit Dumoulin
  43. 43
    A Scalable Entity-Based Framework for Auditing Bias in Large Language Models
    Akram Elbouanani
    ,
    Aboubacar Tuo
    ,
    Adrian Popescu
  44. 44
    A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement
    Shengji Tang
    ,
    Jianjian Cao
    ,
    Weihao Lin
    ,
    Jiale Hong
    ,
    Bo Zhang
    ,
    Shuyue Hu
    ,
    Lei Bai
    ,
    Tao Chen
    ,
    Wanli Ouyang
    ,
    Peng Ye
  45. 45
    A Self-Evolving LLM Agent Framework for Role-Based Norm Compliance in Healthcare
    Haijie Ruan
    ,
    Xiaowu Jiang
    ,
    Zhanpeng Li
    ,
    Wei Jia
    ,
    Xuanwu Xu
    ,
    Xiao-Fen Shan
    ,
    Shujie Chen
    ,
    Xindong Ye
  46. 46
    A Shared Geometry of Difficulty in Multilingual Language Models
    Stefano Civelli
    ,
    Pietro Bernardelle
    ,
    Nicolò Brunello
    ,
    Gianluca Demartini
  47. 47
    A Structured Clustering Approach for Inducing Media Narratives
    Rohan Das
    ,
    Advait Deshmukh
    ,
    Alexandria Leto
    ,
    Zohar Naaman
    ,
    I-Ta Lee
    ,
    Maria Leonor Pacheco
  48. 48
    A Study of LLMs' Preferences for Libraries and Programming Languages
    Lukas Twist
    ,
    Jie M. Zhang
    ,
    Mark Harman
    ,
    Don Syme
    ,
    Joost Noppen
    ,
    Helen Yannakoudakis
    ,
    Detlef D. Nauck
  49. 49
    A Survey of Deep Learning for Geometry Problem Solving
    Jianzhe Ma
    ,
    Wenxuan Wang
    ,
    Qin Jin
  50. 50
    A Survey of Inductive Reasoning for Large Language Models
    Kedi Chen
    ,
    Dezhao Ruan
    ,
    Yuhao Dan
    ,
    Yaoting Wang
    ,
    Siyu Yan
    ,
    Xuecheng Wu
    ,
    Yinqi Zhang
    ,
    Qin Chen
    ,
    Jie Zhou
    ,
    Liang He
    ,
    Biqing Qi
    ,
    Linyang Li
    ,
    Qipeng Guo
    ,
    Xiaoming Shi
    ,
    Wei Zhang