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

2,517 papers · page 24 of 26 · the most cited first · ← Findings of the Association for Computational Linguistics 2026

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  1. Topology Matters: Measuring Memory Leakage in Multi-Agent LLMs ↗Jinbo Liu, Defu Cao, Yifei Wei et al.
  2. Topology-Enhanced Alignment for Large Language Models: Trajectory Topology Loss and Topological Preference Optimization ↗Yurui Pan, Ke Xu, Bo Peng
  3. Toward A Digital Twin of U.S. Congress ↗Hayden Helm, Tianyi Chen, Harvey McGuinness et al.
  4. Toward Automated Robustness Evaluation of Mathematical Reasoning ↗Yutao Hou, Zeguan Xiao, Fei Yu et al.
  5. Towards Bridging the Reward-Generation Gap in Direct Alignment Algorithms ↗Zeguan Xiao, Yun Chen, Jian Yang et al.
  6. Towards Fair and Efficient De-identification: Quantifying the Efficiency and Generalizability of De-identification Approaches ↗Noopur Zambare, Kiana Aghakasiri, Carissa Lin et al.
  7. Towards Hierarchical Multi-Step Reward Models for Enhanced Reasoning in Large Language Models ↗Teng Wang, Jiang Zhangyi, Zhenqi He et al.
  8. Towards IP Intelligence: Benchmarking Large Language Models on Intellectual Property Knowledge and Practice ↗Qiyao Wang, Guhong Chen, Hongbo Wang et al.
  9. Towards Identification and Intervention of Safety-Critical Parameters in Large Language Models ↗Weiwei Qi, Zefeng Wu, Tianhang Zheng et al.
  10. Towards Inference-time Scaling for Continuous Space Reasoning ↗Minghan Wang, Thuy-Trang Vu, Ehsan Shareghi et al.
  11. Towards LLM Agents for Earth Observation ↗Chia Hsiang Kao, Wenting Zhao, Cheryl Lam et al.
  12. Towards Preference Following in Tool Calling Language Agents ↗Zhi-Yuan Chen, Siyu Lu, Qianlong Xie et al.
  13. Towards Proactive Information Probing: Customer Service Chatbots Harvesting Value from Conversation ↗Chen Huang, Zitan Jiang, Zou Changyi et al.
  14. Towards Proactive Personalization through Profile Customization for Individual Users in Dialogues ↗Xiaotian Zhang, Yuan Wang, Ruizhe Chen et al.
  15. Towards Provably Secure Generative AI: Reliable Consensus Sampling ↗Yu Cui, Hang Fu, Sicheng Pan et al.
  16. Towards Reliable Paper Contributions Annotation in the ACL Rolling Review ↗Julien Aubert-Béduchaud, Florian Boudin, Akiko Aizawa et al.
  17. Towards Robust Evaluation of Visual Activity Recognition: Resolving Verb Ambiguity with Sense Clustering ↗Louie Hong Yao, Nicholas Jarvis, Tianyu Jiang
  18. Towards Scalable Lightweight GUI Agents via Multi-role Orchestration ↗Ziwei Wang, Junjie Zheng, Leyang Yang et al.
  19. Towards Self-Evolving Agents: Enabling Autonomy through Interactive Experience Refinement ↗Cheng Yang, Xuemeng Yang, Licheng Wen et al.
  20. Towards Self-Improving Error Diagnosis in Multi-Agent Systems ↗Jiazheng Li, Emine Yilmaz, Bei Chen et al.
  21. Towards Understanding the Robustness of Sparse Autoencoders ↗Ahson Saiyed, Sabrina Sadiekh, Chirag Agarwal
  22. Towards Unified Multimodal Large Language Models: A survey ↗Xu Ma, Yitian Zhang, Yun Fu
  23. Towards Visually Grounded Multimodal Summarization via Cross-Modal Transformer and Gated Attention ↗Abid Ali, Diego Molla, Usman Naseem
  24. Towards semantic reliable clinical QA: Query pipeline optimization for cancer patient question answering systems ↗MaoLin He, Rena Wei Gao, Mike Conway et al.
  25. Towards the First NLP Benchmark for Ladin - an Extremely Low-Resource Language ↗Ulin Nuha, Adam Jatowt
  26. ToxReason: A Benchmark for Mechanistic Chemical Toxicity Reasoning via Adverse Outcome Pathway ↗Jueon Park, WonJune Jang, Chanhwi Kim et al.
  27. ToxiTrace: Gradient-Aligned Training for Explainable Chinese Toxicity Detection ↗Boyang Li, Hongzhe Shou, Yuanyuan Liang et al.
  28. Traces in the Brain: Neural Evidence for Syntactic Movement in English and Chinese ↗Yuhan Huang, Zhengwu Ma, Yuqi Jin et al.
  29. Tracing Mathematical Proficiency Through Problem-Solving Processes ↗Jungyang Park, Suho Kang, Jaewoo Park et al.
  30. Tracing Relational Knowledge Recall in Large Language Models ↗Nicholas Popovič, Michael Färber
  31. Tracing the Light of Thought: A Probabilistic Self- and Cross-Consistency Verification Mechanism Improving Mathematical Reasoning in LLMs ↗Xiaoyang Liu, Dawei Wang, Tian Li et al.
  32. Train in Vain: Functionality-Preserving Poisoning to Prevent Unauthorized Use of Code Datasets ↗Yuan Xiao, Jiaming Wang, Yuchen Chen et al.
  33. Training Language Models to Use Prolog as a Tool ↗Niklas Mellgren, Peter Schneider-Kamp, Lukas Galke Poech
  34. Training Verifier to Assessing Complex Real-World Tool-Use Trajectories ↗Linzhuang Sun, Mingyang Chen, Hao Liang et al.
  35. Training-Free Adaptive Speculative Decoding via Linguistic Priors ↗Jingyi Wang, Jiaqi Huang, Zunnan Xu et al.
  36. Training-Free Test-Time Contrastive Learning for Large Language Models ↗Kaiwen Zheng, Kai Zhou, Jinwu Hu et al.
  37. Training-Free Text Emotion Tagging via LLM-Based Best-Worst Scaling ↗Lukas Christ, Shahin Amiriparian
  38. TrajGuard: Streaming Hidden-state Trajectory Detection for Decoding-time Jailbreak Defense ↗Cheng Liu, Xiaolei Liu, Xingyu Li et al.
  39. Transition-Matrix Regularization for Next Dialogue Act Prediction in Counselling Conversations ↗Eric Rudolph, Philipp Steigerwald, Jens Albrecht
  40. Travel on the ICD Tree: Benchmarking Agentic Reasoning for ICD Coding from Chinese Electronic Medical Records ↗Xinjie Xu, Yongqi Fan, Shuang-shuang Chen et al.
  41. TravelBehaviorQA: A Benchmark Dataset for Behavioral Interpretation of GPS Trajectories ↗Dongyang Zhen, Niping Duan, Huan Zhou et al.
  42. Tree-CoT-RT: An Explainable Multi-Path Tree-Guided Chain-of-Thought and Reinforcement Learning Framework for Aspect Sentiment Quad Prediction ↗Hao Zhang, Jiahao Wang, Zhenke Duan et al.
  43. Tree-Notebook: A Context-Aware Agent with Tree Search and Entropy-Aware Data Shadow for Interactive Data Science ↗Junkun Qiu, Min Huang, Qinghai Miao
  44. Tree-of-Evidence: Efficient “System 2” Search for Faithful Multimodal Grounding ↗Micky C. Nnamdi, Benoit Louis Marteau, Yishan Zhong et al.
  45. Trident: Self-Supervised Preference Alignment via Triplet Regularization ↗Yingnan Guo, Kejia Chen, Xiaofeng Zhang et al.
  46. TrigReason: Trigger-Based Collaboration between Small and Large Reasoning Models ↗Yi Zhao, Yajuan Peng, Cam-Tu Nguyen et al.
  47. TripTide: A Benchmark for Adaptive Travel Planning under Disruptions ↗Priyanshu Karmakar, Soumyabrata Chaudhuri, Shubhojit Mallick et al.
  48. Trustworthy and Explainable Causal Representation Learning in Transformers ↗Yang Liu, Yinghao Zhang, Lin Liu et al.
  49. TruthTrap: A Bilingual Benchmark for Evaluating Factually Correct Yet Misleading Information in Question Answering ↗Mohammadamin Shafiei, Hamidreza Saffari, Mohammad Taher Pilehvar et al.
  50. Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs ↗Junbo Li, Peng Zhou, Rui Meng et al.
  51. Two Heads Are Better Than One: Audio-Visual Speech Error Correction with Dual Hypotheses ↗Sungnyun Kim, Kangwook Jang, Sungwoo Cho et al.
  52. Two-Stage Parameter Alignment for Multi-LoRA Merging in Large Language Models ↗Zijian Li, Xiachong Feng, Weitao Ma et al.
  53. U-Fold: Dynamic Intent-Aware Context Folding for User-Centric Agents ↗Jin Su, Runnan Fang, Yeqiu Li et al.
  54. UCGRec: User-Centric Graph Learning for LLM-based Sequential Recommendation ↗HanBeul Kim, CheolWon Na, Suyoung Bae et al.
  55. UCS: Estimating Unseen Coverage for Improved In-Context Learning ↗Jiayi Xin, Xiang Li, Evan Qiang et al.
  56. UCoder: Unsupervised Code Generation by Internal Probing of Large Language Models ↗Jiajun Wu, Jian Yang, Wei Zhang et al.
  57. UbuntuGuard: A Culturally-Grounded Policy Benchmark for Equitable AI Safety in African Languages. ↗Tassallah Abdullahi, Macton Mgonzo, Mardiyyah Oduwole et al.
  58. UnAC: Adaptive Visual Prompting with Abstraction and Stepwise Checking for Complex Multimodal Reasoning ↗Yifan Wang, Yun Fu
  59. UnIte: Uncertainty-based Iterative Document Sampling for Domain Adaptation in Information Retrieval ↗Jongyoon Kim, Minseong Hwang, Seung-won Hwang
  60. Uncertainty Quantification for Evaluating Gender Bias in Machine TranslationIeva Staliunaite, Julius Cheng, Andreas Vlachosour summary
  61. Uncertainty Quantification of Large Language Models through Multiple Uncertainty Sources ↗Tiejin Chen, Xiaoou Liu, Longchao Da et al.
  62. Uncertainty-Calibrated Elastic Alignment for Multimodal Sentiment Analysis with Missing Modalities ↗Kang He, Yuzhe Ding, Rao Fu et al.
  63. Uncovering Currency Bias and Syntax Gap in Text Embedding Models ↗Saurav Sudevan, Harsh Pal, Yatin Katyal et al.
  64. Uncovering Strategic Egoism Behaviors in Large Language Models ↗Yaoyuan Zhang, Zonghao Ying, Aishan Liu et al.
  65. Understanding Conflicts in Multi-Objective Alignment through Reward Consistency ↗Zhihao Xu, Yongqi Tong, Xin Zhang et al.
  66. Understanding Generalization in Role-Playing Models via Information Theory ↗Yongqi Li, Hao Lang, Fei Huang et al.
  67. Understanding In-Context Learning Beyond Transformers: An Investigation of State Space and Hybrid Architectures ↗Shenran Wang, Timothy Tin-Long Tse, Jian Zhu
  68. Understanding LLM Reasoning for Abstractive Summarization ↗Haohan Yuan, Haopeng Zhang
  69. Understanding LLMs' summarization capabilities: an analysis of biomedical abstract and lay summary generation ↗Batuhan Nursal, Cassie S. Mitchell
  70. Understanding New-Knowledge-Induced Factual Hallucinations in LLMs: Analysis and Interpretation ↗Renfei Dang, Peng Hu, Zhejian Lai et al.
  71. Understanding Secret Leakage Risks in Code LLMs: A Tokenization Perspective ↗Meifang Chen, Zhe Yang, Huang Nianchen et al.
  72. Understanding and Mitigating Spurious Signal Amplification in Test-Time Reinforcement Learning for Math Reasoning ↗Yongcan Yu, Lingxiao He, Jian Liang et al.
  73. Understanding and Preventing Entropy Collapse in RLVR with On-Policy Entropy Flow Optimization ↗Huimin Xu, Shuai Zhao, Xiaobao Wu et al.
  74. UniCM: A Unified Consistency Model For Efficient Multimodal Generation and Understanding ↗Chenkai Xu, Xu Wang, Zhenyi Liao et al.
  75. UniCreative: Unifying Long-form Logic and Short-form Sparkle via Reference-Free Reinforcement Learning ↗Xiaolong Wei, Zerun Zhu, Simin Niu et al.
  76. UniGeM: Unifying Data Selection and Mixing via Geometric Exploration and Mining ↗Changhao Wang, Yunfeiyu, Xinhao Yao et al.
  77. Unified Multimodal Interleaved Document Representation for Retrieval ↗Jaewoo Lee, Joonho Ko, Jinheon Baek et al.
  78. Unifying Inference-Time Planning Language Generation ↗Prabhu Prakash Kagitha, Bo Sun, Ishan Desai et al.
  79. Universally Empowering Zeroth-Order Optimization via Adaptive Layer-wise Sampling ↗Fei Wang, Li Shen, Liang Ding et al.
  80. Unleashing the Native Recommendation Potential: LLM-Based Generative Recommendation via Structured Term Identifiers ↗Zhiyang Zhang, Junda She, Kuo Cai et al.
  81. Unlocking Exploration in RLVR: Uncertainty-aware Advantage Shaping for Deeper Reasoning ↗Can Xie, Ruotong Pan, Xiangyu Wu et al.
  82. Unlocking Human-Like Visible Logic: How Logic Diagrams Boost Logic Reasoning in Large Language Models? ↗Xin Wu, Yuqi Bu, Mengchen Zhao et al.
  83. Unlocking Large Audio-Language Models for Interactive Language Learning ↗Hongfu Liu, Zhouying Cui, Xiangming Gu et al.
  84. Unlocking the Edge deployment and ondevice acceleration of multi-LoRA enabled one-for-all foundational LLM ↗Sravanth Kodavanti, Sowmya Vajrala, Srinivas Soumitri Miriyala et al.
  85. Unsupervised Detection of LLM-Generated Text in Korean Using Syntactic and Semantic Cues ↗Heejeong Jeon, MinSu Park, YunSeok Choi et al.
  86. Unsupervised Text Style Transfer for Controllable Intensity ↗Shuhuan Gu, Wenbiao Tao, Xinchen Ma et al.
  87. Unveiling Decision-Making in LLMs for Text Classification : Extraction of influential and interpretable concepts with Sparse Autoencoders ↗Mathis Le Bail, Jérémie Dentan, Davide Buscaldi et al.
  88. Unveiling Inherent Visual Grounding in Multimodal LLMs for Text-Rich Images ↗Shijie Zhou, Jihyung Kil, Ming Li et al.
  89. Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction ↗Chong Zhang, Yixi Zhao, Yulu Xie et al.
  90. UrBLiMP: A Benchmark for Evaluating the Linguistic Competence of Large Language Models in UrduFarah Adeeba, Brian Dillon, Hassan Sajjad et al.our summary
  91. User-Assistant Bias in LLMs ↗Xu Pan, Jingxuan Fan, Zidi Xiong et al.
  92. V-GameGym: Visual Game Generation for Code Large Language Models ↗Wei Zhang, Jian Yang, Renshuai Tao et al.
  93. V-RoLoRA: RLVR-Driven MoE Routing for Steerable Pluralistic Alignment ↗Jing Wang, Yaomin Wu, Yinglin Wang et al.
  94. VANE: Guiding High-Value Exploration in RLVR via Outcome-Process Novelty Shaping ↗Xu He, Jialiang Guo, Fucheng Xiong et al.
  95. VAUQ: Vision-Aware Uncertainty Quantification for LVLM Self-Evaluation ↗Seongheon Park, Changdae Oh, Hyeong Kyu Choi et al.
  96. VCB Bench: An Evaluation Benchmark for Audio-Grounded Large Language Model Conversational Agents ↗Jiliang Hu, Wenfu Wang, Zuchao Li et al.
  97. VET: Verifiable Execution Tracing for Reliable Text-to-SQL Generation ↗Dongyu Wang, Jingyu Li, Lan Zhang et al.
  98. VIDA: A Visual Intent-driven Design Assistant for Proactive Multimodal Clarification ↗Yanshan Liu, Hongbo Zhang, Zhen Sun et al.
  99. VIGiA: Instructional Video Guidance via Dialogue Reasoning and Retrieval ↗Diogo Glória-Silva, David Semedo, Joao Magalhaes
  100. VLMGuard-R1: Proactive Safety Alignment for VLMs via Reasoning-Driven Prompt Optimization ↗Menglan Chen, Xianghe Pang, Jingjing Dong et al.

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