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

2,517 papers · page 7 of 26 · the most cited first · ← Findings of the Association for Computational Linguistics 2026

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  1. Beyond Sentence-level Labels: Integrating Conversational Context and Personal Experience for Natural Emotional Expression ↗Haiyang Sun, Chenyang Le, Wei Wang et al.
  2. Beyond Single Plots: A Benchmark for Question Answering on Multi-Charts ↗Azher Ahmed Efat, Seok Hwan Song, Wallapak Tavanapong
  3. Beyond Single-Shot: Multi-step Tool Retrieval via Query Planning ↗Wei Fang, James R. Glass
  4. Beyond Static Personas: Situational Personality Steering for Large Language Models ↗Zesheng Wei, Mengxiang Li, Zilei Wang et al.
  5. Beyond Static Profiles: Capturing the Fluidity of User Preferences in Diverse Scenarios ↗Chunyang Gao, Yi Huang, Jingyu Yao et al.
  6. Beyond Static Rules: Automated Discovery of Latent Vulnerabilities in Text-to-SQL ↗Hanqing Wang, Yongdong Chi, Jian Yang et al.
  7. Beyond Static Synthetic Noise: Assessing the Robustness of Large Language Models to Natural Context Variation in the Real World ↗Yulong Wu, Viktor Schlegel, Riza Batista-Navarro
  8. Beyond Static Toolsets: Self-Evolving LLM Tool Agents via Continual Documentation Adaptation ↗Bin Wu, Edgar Meij, Emine Yilmaz
  9. Beyond Stochastic Exploration: What Makes Training Data Valuable for Agentic Search ↗Chuzhan Hao, Wenfeng Feng, Guochao Jiang et al.
  10. Beyond Superficial Tests: Adversarial Refinement for Reliable Property-Based Testing ↗Xiao Li, Runlin Liu, Zhe Zhang et al.
  11. Beyond Task-Level Context: Class-Conditional Context Vectors for Implicit In-Context Learning ↗Jianxin Zhang, Yilu Hu, Teng Liu et al.
  12. Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration ↗Yong Wu, Weihang Pan, Ke Li et al.
  13. Beyond Topology: Generative Node Importance Estimation via Structure-Guided Semantic Reasoning ↗Kuofei Fang, Siyan Wu, Yu Guo et al.
  14. Beyond Transcription: Unified Audio Schema for Perception-Aware AudioLLMs ↗Linhao Zhang, Yuhan Song, Aiwei Liu et al.
  15. Beyond Uniform SVD: Dual-Level Optimization across Columns and Modules for LLM Compression ↗Lin Xv, Xian Gao, Ting Liu et al.
  16. Beyond Unimodal Shortcuts: MLLMs as Cross-Modal Reasoners for Grounded Named Entity Recognition ↗Jinlong Ma, Yu Zhang, Xuefeng Bai et al.
  17. Beyond a Single Extractor: Re-thinking HTML-to-Text Extraction for LLM Pre-training ↗Jeffrey Li, Joshua P Gardner, Doug Kang et al.
  18. Beyond the Safety Tax: Mitigating Unsafe Text-to-Image Generation via External Safety Rectification ↗Xiangtao Meng, Yingkai Dong, Ning Yu et al.
  19. Beyond the Singular: Revealing the Value of Multiple Generations in Benchmark Evaluation ↗Wenbo Zhang, Hengrui Cai, Wenyu Chen
  20. BiCSRouter: Bi-Level Cross-System Routing for Utility-Aware LLM Inference ↗Mao Keyu, Eiki Murata, Ukyo Honda
  21. Bias Dynamics in BabyLMs: Towards a Compute-Efficient Sandbox for Democratising Pre-Training Debiasing ↗Filip Trhlík, Andrew Caines, Paula Buttery
  22. Bias in the East, Bias in the West: A Bilingual Analysis of LLM Political Bias on U.S.- and China-Related Issues ↗Ying Ying Lim, Paul Röttger
  23. BiasGRPO: Stabilizing Bias Mitigation in High-Variance Reward Landscapes via Group-Relative Policy Optimization ↗Saket Reddy, Ke Yang, ChengXiang Zhai
  24. Bidirectional Semantic Enhancement for Schema Routing Across Large-Scale Databases ↗Yuyang Wu, Xiaoliang Wang, Cam-Tu Nguyen
  25. Binary Token-Level Classification with DeBERTa for All-Type MWE Identification: A Lightweight Approach with Linguistic Enhancement ↗Diego Rossini, Lonneke van der Plas
  26. BioVLM: Routing Prompts, Not Parameters, for Cross-Modality Generalization in Biomedical VLMs ↗Mainak Singha, Tanisha Gupta, Ankit Jha et al.
  27. Biomed-Enriched: Data-Efficient Biomedical Pretraining via Paragraph-Level Annotation ↗Rian Touchent, Nathan Godey, Éric Villemonte de la Clergerie
  28. BitBypass: A New Direction in Jailbreaking Aligned Large Language Models with Bitstream Camouflage ↗Kalyan Nakka, Nitesh Saxena
  29. BizCompass: Benchmarking the Reasoning Capabilities of LLMs in Business Knowledge and Applications ↗Jianing Hao, Yuhe Wu, Yuanjian Xu et al.
  30. BloomEval: A Bloom's Cognitive Taxonomy-Based Benchmark for Evaluating LRMs via Cognitive Hierarchy Trace ↗Zhiyi Duan, Lei Gao, Jiangshan Guan et al.
  31. BnMMLU: Measuring Massive Multitask Language Understanding in Bengali ↗Saman Sarker Joy, Swakkhar Shatabda
  32. Born Pragmatic, Trained to Hallucinate? Quantifying the Origins of Contextual Bias in LLMs via the PaCE Benchmark ↗Ziming Li, Yu Tian, Tian Lan et al.
  33. BoundRL: Efficient Token-level Structured Text Segmentation through Reinforced Boundary Generation ↗Haoyuan Li, Zhengyuan Shen, Sullam Jeoung et al.
  34. Break Through the Compression Bottleneck: From Theory to Practice ↗Xiusheng Huang, Lu Wang, Yequan Wang et al.
  35. Breaking Consensus Bias: Unsupervised Reinforcement Learning for Machine Translation ↗Shuting Jiang, Ran Song, Siqi Zhang et al.
  36. Breaking Contextual Inertia: Reinforcement Learning with Single-Turn Anchors for Stable Multi-Turn Interaction ↗Xingwu Chen, Zhanqiu Zhang, Steven Y. Guo et al.
  37. Breaking Language Preference in Multilingual RAG via Language-Controllable Retrieval and Language-Agnostic Reasoning ↗Wenshuai Huo, Xiaocheng Feng, Baohang Li et al.
  38. Breaking the Autoregressive Chain: Hyper-Parallel Decoding for Efficient LLM-Based Attribute Value Extraction ↗Theodore Glavas, Nikhita Vedula, Dushyanta Dhyani et al.
  39. Breaking the Evaluation Paradox: Evaluating High-Entropy Search with Computationally Irreducible Constraints ↗Juntao Wu, Wei Wen, Xianting Huang et al.
  40. Breaking the Static Graph: Context-Aware Traversal for Graph-Based RAG ↗Kwun Hang Lau, Fangyuan Zhang, Boyu Ruan et al.
  41. Breaking the “Provable Security”: Detecting Finite-Precision Artifacts in LLM-based Steganography via Low-Probability Vanishing ↗Wenzhao Cao, Yaofei Wang, Donghui Hu
  42. Bridging Cognition and Affect: Emotion-Aware Opinion Summarization using LLMsArnav Attri, Anuj Attriour summary
  43. Bridging Reasoning and Action: Hybrid LLM–RL Framework for Efficient Cross-Domain Task-Oriented Dialogue ↗Yangyang Zhao, Linfan Dai, Li Cai et al.
  44. Bridging SFT and RL: Dynamic Policy Optimization for Robust Reasoning ↗Taojie Zhu, Dongyang Xu, Ding Zou et al.
  45. Bridging the Culture Gap: A Framework for LLM-Driven Socio-Cultural Localization of Math Word Problems in Low-Resource LanguagesIsrael Abebe Azime, Tadesse Destaw Belay, Dietrich Klakow et al.our summary
  46. Bridging the Temporal Gap in Multimodal LLMs: Deeply Stacking Temporal Tokens for Audio-Visual Speech Recognition ↗Liyong Wang, Junliang Xing, Tianyu Hu et al.
  47. BrowseConf: Confidence-Guided Test-Time Scaling for Web Agents ↗Litu Ou, Kuan Li, Huifeng Yin et al.
  48. BubbleRAG: Interactive Cognitive Offloading with Thought Bubble in Retrieval-Augmented Generation ↗Fuda Ye, Jiachuan Wang, Yongqi Zhang et al.
  49. Budget-Aware Anytime Reasoning with LLM-Synthesized Preference Data ↗Xuanming Zhang, Shwan Ashrafi, Aziza Mirsaidova et al.
  50. Budget-Aware Routing for Long Clinical Text ↗Khizar Qureshi, Geoffrey Martin, Yifan Peng
  51. Bypassing Neural Evaluations for Fast Audio Editing via Adaptive Trajectory Extrapolation ↗Xiaoqian Liu, Zhengkun Ge, Jianjin Wang et al.
  52. C$^2$DLM: Causal Concept-Guided Diffusion Large Language Models ↗Kairong Han, Nuanqiao Shan, Ziyu Zhao et al.
  53. C$^3$D: Enhancing LLM Reasoning via Confidence-Guided Contrastive Decoding ↗Yufeng Zhang, Xuepeng Wang, Lingxiang Wu et al.
  54. C-ReD: A Comprehensive Chinese Benchmark for AI-Generated Text Detection Derived from Real-World Prompts ↗Chenxi Qing, Junxi Wu, Zheng Liu et al.
  55. CAGenMol: Condition-Aware Diffusion Language Model for Goal-Directed Molecular Generation ↗Yanting Li, Zhuoyang Jiang, Enyan Dai et al.
  56. CAIR: Causal Adaptive Information-based Reinforcement Learning for Multimodal Emotion Reasoning ↗Fengyu Zhang, Bin Liu, Jianhua Tao et al.
  57. CAMO: An Agentic Framework for Automated Causal Discovery from Micro Behaviors to Macro Emergence in LLM Agent Simulations ↗Xiangning Yu, Yuwei Guo, Yuqi Hou et al.
  58. CANDICE: Agentic Causal Disentanglement with Class Conditional Knowledge Integration for Long Tailed Domain Generalization ↗Midhat Urooj, Ayan Banerjee, Sandeep Gupta
  59. CAPA: Contribution-Aware Pruning and FFN Approximation for Efficient Large Vision-Language Models ↗Samyak Jha, Junho Kim
  60. CAR: Empowering Agents with Dynamic Tool Synthesis and Global Trajectory Rectification ↗Kai Wang, Xu Wang, Zhiyuan Fu et al.
  61. CARE-CR: Context-Aware Routing and Expert Fusion for Multi-Preference Cognitive Restructuring ↗Hongzhi Qi, Liangcheng Wang, Yijing YU et al.
  62. CARL: Constraint-Aware Reinforcement Learning for Planning with LLMs ↗Qiuyi Qi, Jinjian Zhang, Mutian Bao et al.
  63. CARO: Chain-of-Analogy Reasoning Optimization for Robust Content Moderation ↗Bingzhe Wu, Haotian Lu, Yuchen Mou
  64. CAST: Achieving Stable LLM-based Text Analysis for Data Analytics ↗Jinxiang Xie, Zihao Li, Wei He et al.
  65. CCTVBench: Contrastive Consistency Traffic VideoQA Benchmark for Multimodal LLMs ↗Xingcheng Zhou, Hao Guo, Rui Song et al.
  66. CE-RM: A Pointwise Generative Reward Model Optimized via Two-Stage Rollout and Unified Criteria ↗Xinyu Hu, Yancheng He, Weixun Wang et al.
  67. CEAID: Benchmark of Multilingual Machine-Generated Text Detection Methods for Central European Languages ↗Dominik Macko, Jakub Kopál
  68. CEMT:Controllable Element-Oriented Machine Translation via Structured Linguistic Reasoning ↗Lingling Shi, Haoyu Jin, Ruiyu Fang et al.
  69. CFlowPsyD: An Analysis-Enhanced Dataset for Asynchronous Psychological Counseling through Self-Optimizing Multi-Agent Framework ↗Donghao Li, Yifan Deng, Jinta Weng et al.
  70. CLAG: Adaptive Memory Organization via Agent-Driven Clustering for Small Language Model Agents ↗Taeyun Roh, WonJune Jang, Junha Jung et al.
  71. CLARO: Controlled Attribute-Driven Reasoning Optimization for Efficient Chain-of-Thought ↗Oded Schlesinger, Young Kyung Kim, J. Matias Di Martino et al.
  72. CLEAR-3K: Assessing Causal Explanatory Capabilities in Language Models ↗Naiming Liu, Richard Baraniuk, Shashank Sonkar
  73. CLICKER: Cross-Lingual Knowledge Editing via In-Context Learning with Adaptive Stepwise Reasoning ↗Zehui Jiang, Xin Zhao, Yuta Kumadaki et al.
  74. CLaRE-ty Amid Chaos: Quantifying Representational Entanglement to Predict Ripple Effects in LLM Editing ↗Manit Baser, Alperen Yildiz, Dinil Mon Divakaran et al.
  75. CLaS-Bench: A Cross-Lingual Alignment and Steering Benchmark ↗Daniil Gurgurov, Yusser Al Ghussin, Tanja Baeumel et al.
  76. CLewR: Curriculum Learning with Restarts for Machine Translation Preference Learning ↗Alexandra Dragomir, Florin Brad, Radu Tudor Ionescu
  77. CMIG: Conceptual Metaphor Theory-Inspired Framework for Metaphorical Image Generation ↗Qingbao Huang, Cheng Yang, Jiawei Yao et al.
  78. COCOGEC: Counterfactual Generation for Robust Grammatical Error Correction ↗Qianyu Wang, Xiaoman Wang, Yuanyuan Liang et al.
  79. CODEPROMPTZIP: Code-specific Prompt Compression for Retrieval-Augmented Generation in Coding Tasks with LMs ↗Pengfei He, Shaowei Wang, Tse-Hsun Chen
  80. COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values ↗Siwei Wu, JinCheng Ren, Xeron Du et al.
  81. COMPEL: Compensated Mixture-of-Experts Pruning with Expert-Layer distribution ↗Seohee Yoon, Yong Suk Choi
  82. CORAL: Adaptive Retrieval Loop for Culturally-Aligned Multilingual RAG ↗Nayeon Lee, Jiwoo Song, Byeongcheol Kang
  83. CORD: Bridging the Audio–Text Reasoning Gap via Weighted On-policy Cross-modal Distillation ↗Hu Jing, Danxiang Zhu, Xianlong Luo et al.
  84. CORES: Code-Oriented Reasoning for Complex Text-to-SQL and Generalizable TableQA ↗Meng Zhang, Ruochun Jin, Yuanxi Peng et al.
  85. CPC-GRPO: Answer-Free Reinforcement Learning with Cross-Prompt Consensus Rewards ↗Gyunyeop Kim, Sangwoo Kang
  86. CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning ↗Chengtao Gan, Zhiqiang Liu, Long Jin et al.
  87. CRISP: Compressing Redundancy in Chain-of-Thought via Intrinsic Saliency Pruning ↗Yangsong Lan, Hongliang Dai, Piji Li
  88. CRPS: Curriculum Replay via Progressive Suffixes from Successful Trajectories for Long-Horizon LLM Agents ↗Zijing Zhang, Xiajie Yang
  89. CSI: An Investigative Multi-Agent Framework for Explainable Short Video Fake News Detection ↗Yuxin Wang, Yang Yang, Huaiwen Zhang
  90. CSMCIR: CoT-Enhanced Symmetric Alignment with Memory Bank for Composed Image Retrieval ↗Zhipeng Qian, Zihan Liang, Yufei Ma et al.
  91. CTRL: Control-Based Time Series Forecasting with LLM-Guided Residual Learning ↗Minkyoung Kim, Daeun Ji, Yohan Lee et al.
  92. CURaTE: Continual Unlearning in Real Time with Ensured Preservation of LLM Knowledge ↗Seyun Bae, Seokhan Lee, Eunho Yang
  93. CVRH: Cross-modal Variational Role Hypergraph Network via Semantic Enhancement for Multi-modal Event Argument Extraction ↗Bangze Pan, Yang Li, Ruili Pu et al.
  94. CaM-HG: Causal-Enhanced MoE and Hypergraphs Network for Incomplete Multimodal Emotion Recognition in Conversations ↗Mingjian Yang, Yong Wang, Peng Liu et al.
  95. CaPEdit: Capability-Preserving Lifelong Knowledge Editing For Language Models ↗Song-Li Wu, Zhaocheng Du, Xianquan Wang et al.
  96. CaRVE: Critiquing and Refining Visual Elaborations for Figurative Language Illustrations ↗Manishit Kundu, Tejomay Kishor Padole, Sumit Shekhar et al.
  97. Calibrated Progressive Distillation: Co-Designing Curriculum and Target Mixing for Knowledge Distillation of Large Language Models ↗Mengxiang Zhang, Lingyuan Liu
  98. Calibrating Model-Based Evaluation Metrics for Summarization ↗Hongye Liu, Dhanajit Brahma, Ricardo Henao
  99. Can AI Revise Research Papers with Human Review Feedback? An Empirical Study and Benchmark ↗Zihan Luo, Hong Huang, Jianxun Lian et al.
  100. Can Calibration of Positional Encodings Enhance Long Context Utilization? ↗Tom Zehle, Matthias Aßenmacher

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