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Findings of the Association for Computational Linguistics 2026: all accepted papers

2,517 papers · page 4 of 26 · the most cited first · ← Findings of the Association for Computational Linguistics 2026

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  1. Rethinking Schema Linking: A Context-Aware Bidirectional Retrieval Approach for Text-to-SQL ↗Md Mahadi Hasan Nahid, Davood Rafiei, Weiwei Zhang et al.1 citation
  2. Revealing and Enhancing Core Visual Regions: Harnessing Internal Attention Dynamics for Hallucination Mitigation in LVLMs ↗Guangtao Lyu, Qi Liu, Chenghao Xu et al.1 citation
  3. Reverse Constitutional AI: A Framework for Controllable Toxic Data Generation via Probability-Clamped RLAIF ↗Yuan Fang, Yiming Luo, Aimin Zhou et al.1 citation
  4. Robustness via Referencing: Defending against Prompt Injection Attacks by Referencing the Executed Instruction ↗Yulin Chen, Haoran Li, Yuan Sui et al.1 citation
  5. RubRIX: Rubric-Driven Risk Mitigation in Caregiver-AI Interactions ↗Drishti Goel, Jeongah Lee, Qiuyue Zhong et al.1 citation
  6. SAE-FiRE: Enhancing Earnings Surprise Predictions Through Sparse Autoencoder Feature Selection ↗Huopu Zhang, Yanguang Liu, Miao Zhang et al.1 citation
  7. SAVOIR: Learning Social Savoir-Faire via Shapley-based Reward Attribution ↗Xiachong Feng, Yi Jiang, Xiaocheng Feng et al.1 citation
  8. SCAN: Semantic Document Layout Analysis for Textual and Visual Retrieval-Augmented Generation ↗Nobuhiro Ueda, Yuyang Dong, Krisztián Boros et al.1 citation
  9. SPASM: Stable Persona-driven Agent Simulation for Multi-turn Dialogue Generation ↗Han Luo, Guy Laban1 citation
  10. Same Claim, Different Judgment: Benchmarking Scenario-Induced Bias in Multilingual Financial Misinformation Detection ↗Zhiwei Liu, Yupeng Cao, Yuechen Jiang et al.1 citation
  11. Schema-Guided Response Generation using Multi-Frame Dialogue State for Motivational Interviewing Systems ↗Jie Zeng, Yukiko Nakano1 citation
  12. SecureWebArena: A Holistic Security Evaluation Benchmark for LVLM-based Web Agents ↗Zonghao Ying, Yangguang Shao, Jianle Gan et al.1 citation
  13. Seeing All Sides: Multi-Perspective In-Context Learning for Subjective NLP ↗Benedetta Muscato, Yue Li, Gizem Gezici et al.1 citation
  14. Select2Reason: Efficient Instruction-Tuning Data Selection for Long-CoT Reasoning ↗Cehao Yang, Xueyuan Lin, Xiaojun Wu et al.1 citation
  15. Self-Correcting Text-to-Video Generation with Misalignment Detection and Localized Refinement ↗Daeun Lee, Jaehong Yoon, Jaemin Cho et al.1 citation
  16. SelfBudgeter: Adaptive Token Allocation for Efficient LLM Reasoning ↗Zheng Li, Qingxiu Dong, Jingyuan Ma et al.1 citation
  17. Semi-Supervised Diseased Detection from Speech Dialogues with Multi-Level Data Modeling ↗Xingyuan Li, Mengyue Wu1 citation
  18. Sentipolis: Emotion-Aware Agents for Social Simulations ↗Chiyuan Fu, Lyuhao Chen, Yunze Xiao et al.1 citation
  19. Shifting Perspectives: Steering Vectors for Robust Bias Mitigation in LLMs ↗Zara Siddique, Irtaza Khalid, Liam Turner et al.1 citation
  20. Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs ↗Paiheng Xu, Gang Wu, Xiang Chen et al.1 citation
  21. Softpick: No Attention Sink, No Massive Activations with Rectified Softmax ↗Zayd Muhammad Kawakibi Zuhri, Erland Hilman Fuadi, Alham Fikri Aji1 citation
  22. Sounding vs. Being an Expert: Disentangling Authority, Register and Cultural Impact in Sycophantic LLMs ↗Gabriele Maraia, Fabio Massimo Zanzotto, Leonardo Ranaldi1 citation
  23. SpARK: An Embarrassingly Simple Sparse Watermarking in LLMs with Enhanced Text Quality ↗Duy Cao Hoang, Thanh Quoc Hung Le, Rui Chu et al.1 citation
  24. Sparse Brains are Also Adaptive Brains: Cognitive-Load-Aware Dynamic Activation for LLMs ↗Yiheng Yang, Yujie Wang, Chi Ma et al.1 citation
  25. Speculative Decoding with a Speculative Vocabulary ↗Miles Williams, Young D. Kwon, Rui Li et al.1 citation
  26. Speculative Verification: Exploiting Information Gain for Speculative Decoding ↗Sungkyun Kim, Jaemin Kim, Dogyeong Yun et al.1 citation
  27. SpiralThinker: Latent Reasoning through an Iterative Process with Text–Latent Interleaving ↗Shengmin Piao, Sanghyun Park1 citation
  28. Steering LLM Thinking with Budget Guidance ↗Junyan Li, Wenshuo Zhao, Yang Zhang et al.1 citation
  29. StoryMI: Steerable Multi-Agent Therapeutic Dialogue Generation ↗Qingyu Meng, Min Chen, Dingming Liu et al.1 citation
  30. StressTest: Can YOUR Speech LM Handle the Stress? ↗Iddo Yosha, Gallil Maimon, Yossi Adi1 citation
  31. Strong Reasoning Isn't Enough: Evaluating Evidence Elicitation in Interactive Diagnosis ↗Zhuohan Long, Zhongyu Wei1 citation
  32. StrucSum: Graph-Structured Reasoning for Long Document Extractive Summarization with LLMs ↗Haohan Yuan, Sukhwa Hong, Haopeng Zhang1 citation
  33. Structured Uncertainty guided Clarification for LLM Agents ↗Manan Suri, Puneet Mathur, Nedim Lipka et al.1 citation
  34. SuperWriter: Reflection-Driven Long-Form Generation with Large Language Models ↗Yuhao Wu, Yushi Bai, Zhiqiang Hu et al.1 citation
  35. SycoBench-600: Measuring Sycophancy and Correction Selectivity in LLM Assistants ↗Debu Sinha1 citation
  36. SymCode: A Neurosymbolic Approach to Mathematical Reasoning via Verifiable Code Generation ↗Sina Bagheri Nezhad, Yao Li, Ameeta Agrawal1 citation
  37. TAGS: A Test-Time Generalist–Specialist Framework with Retrieval-Augmented Reasoning and Verification ↗Jianghao Wu, Feilong Tang, Yulong Li et al.1 citation
  38. TOOLCAD: Exploring Tool-Using Large Language Models in Text-to-CAD Generation with Reinforcement Learning ↗Yifei Gong, Xing Wu, Wenda Liu et al.1 citation
  39. TT-SI: Self-Improving LLM Agents with Test-Time Training ↗Emre Can Acikgoz, Cheng Qian, Heng Ji et al.1 citation
  40. Tackling Distractor Documents in Multi-Hop QA with Reinforcement and Curriculum Learning ↗Jerry Huang, Siddarth Madala, Risham Sidhu et al.1 citation
  41. TagRAG: Tag-guided Hierarchical Knowledge Graph Retrieval-Augmented Generation ↗Wenbiao Tao, Xinyuan Li, Yunshi Lan et al.1 citation
  42. Tailoring Memory Granularity for Multi-Hop Reasoning over Long Contexts ↗Peijun Qing, Xingjian Diao, Chiyu Ma et al.1 citation
  43. TemplateRL: Structured Template-Guided Reinforcement Learning for LLM Reasoning ↗Jinyang Wu, Chonghua Liao, Mingkuan Feng et al.1 citation
  44. TemporalVLM: Video LLMs for Temporal Reasoning in Long Videos ↗Fawad Javed Fateh, Umer Ahmed, Hamza Khan et al.1 citation
  45. The Art of Saying “Maybe”: A Conformal Lens for Uncertainty Benchmarking in VLMs ↗Asif Azad, Mohammad Sadat Hossain, MD Sadik Hossain Shanto et al.1 citation
  46. The Hidden Bias: A Study on Explicit and Implicit Political Stereotypes in Large Language Models ↗Konrad Löhr, Shuzhou Yuan, Michael Färber1 citation
  47. The Model's Language Matters: A Comparative Privacy Analysis of LLMs ↗Abhishek Kumar Mishra, Antoine Boutet, Lucas Magnana1 citation
  48. The Problem of Ambiguity in Table Question Answering ↗Jorge Osés Grijalba, L. Alfonso Ureña, Eugenio Martínez-Cámara et al.1 citation
  49. Thunder-NUBench: A Benchmark for LLMs' Sentence-Level Negation Understanding ↗Yeonkyoung So, Gyuseong Lee, Sungmok Jung et al.1 citation
  50. Toward Beginner-Friendly LLMs for Language Learning: Controlling Difficulty in Conversation ↗Meiqing Jin, Liam Dugan, Chris Callison-Burch1 citation
  51. Towards General Agentic Intelligence via Environment Scaling ↗Runnan Fang, Shihao Cai, Baixuan Li et al.1 citation
  52. Towards Mitigating Hallucinations in Large Vision-Language Models by Refining Textual Embeddings ↗Aakriti Agrawal, Gouthaman KV, Rohith Aralikatti et al.1 citation
  53. Towards Modern Topic Models: A Survey of Taxonomies and Paradigm Shifts from Algorithm-Centric to LLM-Centered Topic Analysis ↗Xuan Xu, Zhongliang Yang, Haolun Li et al.1 citation
  54. TrimTokenator: Towards Adaptive Visual Token Pruning for Large Multimodal Models ↗Hao Zhang, Lyu Mengsi, Chenrui He et al.1 citation
  55. Uncertainty-Aware Contrastive Sentence Embedding With Local Context Representation for Text Classification ↗Han Liu, Jiaqing Zhan, Zhichao Chen et al.1 citation
  56. UniToolBench: A Benchmark for Tool-Augmented LLMs in Cross-Domain, Universal Task Automation ↗Xiaojie Guo, Yang Zhang, Bing Zhang et al.1 citation
  57. Unleashing the Unseen: Harnessing Benign Datasets for Jailbreaking Large Language Models ↗Wei Zhao, Zhe Li, Yige Li et al.1 citation
  58. VChain: Chain-of-Visual-Thought for Reasoning in Video Generation ↗Ziqi Huang, Ning Yu, Gordon Chen et al.1 citation
  59. VaseVQA: Multimodal Agent and Benchmark for Ancient Greek Pottery ↗Jinchao Ge, Tengfei Cheng, Biao Wu et al.1 citation
  60. VecCISC: Improving Confidence-Informed Self-Consistency with Reasoning Trace Clustering and Candidate Answer Selection ↗James Petullo, Sonny George, Dylan Cashman et al.1 citation
  61. VisTW: Benchmarking Vision-Language Models for Taiwanese Mandarin in Taiwan ↗Zhi Rui Tam, Yung-Yu Shih, Yen-Wei Lee et al.1 citation
  62. When and What to Ask: AskBench and Rubric-Guided RLVR for LLM Clarification ↗Jiale Zhao, Ke Fang, Lu Cheng1 citation
  63. Why Did Apple Fall: Evaluating Curiosity in Large Language Models ↗Haoyu Wang, Sihang Jiang, Yuyan Chen et al.1 citation
  64. WildGraphBench: Benchmarking GraphRAG with Wild-Source Corpora ↗Pengyu Wang, Benfeng Xu, Licheng Zhang et al.1 citation
  65. XMAD-Bench: Cross-Domain Multilingual Audio Deepfake Benchmark ↗Ioan-Paul Ciobanu, Andrei-Iulian Hîji, Nicolae Catalin Ristea et al.1 citation
  66. Your LLM Agent Can Leak Your Data: Data Exfiltration via Backdoored Tool Use ↗Wuyang Zhang, Shichao Pei1 citation
  67. ZipVoice-Dialog: Non-Autoregressive Spoken Dialogue Generation with Flow Matching ↗Han Zhu, Wei Kang, Liyong Guo et al.1 citation
  68. \textscValue Alignment Tax: Measuring Value Trade-offs in LLM Alignment ↗Jiajun Chen, Hua Shen1 citation
  69. “Penny Wise, Pixel Foolish”: Bypassing Price Constraints in Multimodal Agents via Visual Adversarial Perturbations ↗Jiachen Qian, Zhaolu Kang1 citation
  70. microCLIP: Unsupervised CLIP Adaptation via Coarse-Fine Token Fusion for Fine-Grained Image Classification ↗Sathira Silva, Eman Ali, Chetan Arora et al.1 citation
  71. $E^3$-TIR: Enhanced Experience Exploitation for Tool-Integrated Reasoning ↗Weiyang Guo, Zesheng Shi, Liye Zhao et al.
  72. $PeerCheck$: Enhancing LLM-Generated Academic Reviews Towards Human-Level Quality ↗Zeyuan Chen, Ziqing Yang, Yihan Ma et al.
  73. 1,729 vs. 1729: The Effect of Scripts and Formats on LLM Numeracy ↗Varshini Reddy, Craig W Schmidt, Seth Ebner et al.
  74. A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages ↗Raoyuan Zhao, Yihong Liu, Hinrich Schuetze et al.
  75. A Computational Method for Measuring Open Codes in Qualitative Analysis ↗John Chen, Alexandros Nikolaos Lotsos, Sihan Cheng et al.
  76. A Counterfactual Explanation Framework for Retrieval Models ↗Bhavik Chandna, Procheta Sen
  77. A Diversity Diet for a Healthier Model: A Case Study of French ModernBERT ↗Louis Estève, Christophe Servan, Thomas Lavergne et al.
  78. A Dual-Phase Self-Evolution Framework for Large Language Models ↗Haoran Sun, Zekun Zhang, Shaoning Zeng
  79. A Dual-View Analysis of Multiple Languages in Colonial Newspapers ↗Zhan Su, Xiaoya Chen, Fengran Mo et al.
  80. 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
  81. A Framework of Reflective Agents with Adaptive Collaboration for Attributed Summary Generation ↗Yu Chen, Peng Chen, Ziwei Zheng et al.
  82. A Graph Talks, But Who's Listening? Rethinking Evaluations for Graph-Language Models ↗Soham Petkar, Hari Aakash K, Anirudh Vempati et al.
  83. A Herd of Language Models Makes a Better Zero-shot Annotator for Clinical Named Entity Recognition ↗Seiji Shimizu, Shoko Wakamiya, Eiji Aramaki
  84. A Learnable Skill Combination Strategy for Multi-task Learning in Natural Language Understanding ↗Zhe Yang, Yi Huang, Yaqin Chen et al.
  85. A Mechanistic Perspective and Circuit-Guided Difficulty Metric for Unlearning ↗Jiali Cheng, Ziheng Chen, Chirag Agarwal et al.
  86. A Multi-Task Learning Framework for Modeling Engagement and Topic-Sensitive Responses in Arabic Women's Discourse ↗Mabrouka Bessghaier, Md. Rafiul Biswas, Shimaa Ibrahim et al.
  87. A Multi-View Media Profiling Suite: Resources, Evaluation, and Analysis ↗Muhammad Arslan Manzoor, Dilshod Azizov, Daniil Orel et al.
  88. A Multilingual Dataset and Empirical Validation for the Mutual Reinforcement Effect in Information Extraction ↗Chengguang Gan, Sunbowen Lee, Qingyu Yin et al.
  89. A Picture is Worth a Thousand Words? An Empirical Study of Aggregation Strategies for Visual Financial Document Retrieval ↗Ho Hung Lim, Yi Yang
  90. A Reward-Guided Dual-Phase Framework for Adaptive Inference-Time Reasoning ↗Yingqian Cui, Zhenwei Dai, Pengfei He et al.
  91. A Scalable Entity-Based Framework for Auditing Bias in Large Language Models ↗Akram Elbouanani, Aboubacar Tuo, Adrian Popescu
  92. A Scalable Framework for Automated NER Annotation Correction in Low-Resource Languages ↗Toqeer Ehsan, Thamar Solorio
  93. A Self-Evolving LLM Agent Framework for Role-Based Norm Compliance in Healthcare ↗Haijie Ruan, Xiaowu Jiang, Zhanpeng LI et al.
  94. A Simple and Efficient Learning-Style Prompting for LLM Jailbreaking ↗Xuan Luo, Yue Wang, Zefeng He et al.
  95. A Survey of Large Models in Sports ↗Yichen Xu, Jianzhe Ma, Chuhan Wang et al.
  96. A Survey of Retentive Network ↗Haiqi Yang, Zhiyuan Li, Yi Chang et al.
  97. A Survey of Toxicity Mitigation Strategies for Multilingual Language Models ↗Soham Dan, Himanshu Beniwal, Thomas Hartvigsen
  98. A Syntactic and Semantic Probe into Language Evolution based on Large Language Models ↗Hao Pang, Changcheng Li, Yingxue Liu
  99. A Unified Feature Mixture Framework for Joint Speech and Singing Deepfake Detection ↗Aastha Sharma, Guangjing Wang
  100. A Universal Avoidance Method for Diverse Multi-branch Generation ↗Kyeongman Park, Minha Jhang, Kyomin Jung

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