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

2,517 papers · page 22 of 26 · the most cited first · ← Findings of the Association for Computational Linguistics 2026

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  1. Self-EmoQ: Plutchik-Guided Value-based Planning to Drive Streaming Emotional TTS ↗Yue Zhao, Hongyan Li, Yong Chen et al.
  2. Self-Explaining Hate Speech Detection with Moral Rationales ↗Francielle Vargas, Jackson Trager, Diego Alves et al.
  3. Self-Guided Plan Extraction for Instruction-Following Tasks with Goal-Conditional Reinforcement Learning ↗Zoya Volovikova, Nikita Sorokin, Dmitriy Lukashevskiy et al.
  4. Self-Reflection Improves Safety of Large Reasoning Models ↗Qiang Huang, Wei Zhai, Feng Huang et al.
  5. Self-Reinforcing Controllable Synthesis of Rare Relational Data via Bayesian Calibration ↗Chongsheng Zhang, Hao Wang, Zelong Yu et al.
  6. Self-Sum: Teaching an Agent to Decide Itself When and What to Summarize ↗Hongru Wang, Rui Wang, Jushi Kai et al.
  7. Sem-DPO: Mitigating Semantic Inconsistency in Preference Optimization for Prompt Engineering ↗Anas Mohamed, Azal Ahmad Khan, Xinran Wang et al.
  8. SemPA: Improving Sentence Embeddings of Large Language Models through Semantic Preference Alignment ↗Ziyang Chen, Zhenxuan Huang, Yile Wang et al.
  9. Semantic-Space Exploration and Exploitation in RLVR for LLM Reasoning ↗Fanding Huang, Guanbo Huang, Xiao Fan et al.
  10. Semantic-pragmatic Annotations in the Prague Dependency Treebank ↗Marie Mikulová, Eva Hajicova, Jiří Mírovský et al.
  11. SenseJudge: Human-Centric Preference-Driven Judgment Framework ↗Rui Li, Junfeng Liu, Xiangwen Kong et al.
  12. Sentient Agent as a Judge: Evaluating Higher-Order Social Cognition in Large Language Models ↗Bang Zhang, Ruotian Ma, Qingxuan Jiang et al.
  13. SepSeq: A Training-Free Framework for Long Numerical Sequence Processing in LLMs ↗Jie Sun, Yu Liu, Lu Han et al.
  14. Sequence Repetition Enhances Token Embeddings and Improves Sequence Labeling with Decoder-only Language Models ↗Matija Luka Kukić, Marko Čuljak, David Dukić et al.
  15. SessionIntentBench: A Multi-task Inter-session Intention-shift Modeling Benchmark for E-commerce Customer Behavior Understanding ↗Yuqi Yang, Weiqi Wang, Baixuan Xu et al.
  16. Shorten After You're Right: Lazy Length Penalties for Reasoning RL ↗Danlong Yuan, Tian Xie, Shaohan Huang et al.
  17. Show or Tell? Modeling the evolution of request-making in Human-LLM conversations ↗Shengqi Zhu, Jeffrey Rzeszotarski, David Mimno
  18. ShredBench: Evaluating the Semantic Reasoning Capabilities of Multimodal LLMs in Document Reconstruction ↗Zichun Guo, Yuling Shi, Wenhao Zeng et al.
  19. Silencing the Guardrails: Inference-Time Jailbreaking via Dynamic Contextual Representation Ablation ↗Wenpeng Xing, Moran Fang, Guangtai Wang et al.
  20. SilentDrift: Exploiting Action Chunking for Stealthy Backdoor Attacks on Vision-Language-Action Models ↗Bingxin Xu, Yuzhang Shang, Binghui Wang et al.
  21. Similar Region Search using LLMs on Spatial Feature Space ↗Al-Amin Sany, Mohaiminul Islam, Tanzima Hashem et al.
  22. Similarity-Distance-Magnitude Activations ↗Allen Schmaltz
  23. Simple Role Assignment is Extraordinarily Effective for Safety Alignment ↗Zhou Ziheng, Jiakun Ding, Zhaowei Zhang et al.
  24. SimpleOCR: Rendering Visual Questions to Teach MLLMs to Read ↗Yibo Peng, Peng Xia, Ding Zhong et al.
  25. Simplify-Pro: A Two-level and Progressive LLM-based Framework for Auto Long Text SimplificationPeng Zhou, Guangxin Li, Xiaoying Huang et al.our summary
  26. Simul-COMET: A Quality Metric for Simultaneous Interpretation in Distant Language Pair Considering Word Order Difference ↗Kosuke Doi, Mana Makinae, Yusuke Sakai et al.
  27. Simulating Crisis Cognition: A Computational Framework for Hypothesis Generation in Crisis Communication ↗Changsen Yuan, Yanghao Zhou, Chong Feng et al.
  28. Single-Agent Generation Surpasses Multi-Agent Systems in Semantic Diversity ↗Cui Encheng, Shaowen Peng, Kazuhiro Ito et al.
  29. Skill Weaving: Efficient LLM Improvement via Modular Skillpacks ↗Zhuo Li, Guodong DU, Zesheng Shi et al.
  30. Small Data, Big Noise: Adversarial Training for Robust ParameterEfficient Fine-Tuning ↗Eitan Cohen, Idan Simai, Uri Shaham
  31. SmartAD: Capacity-Aligned Agent Distillation for Small Language Models ↗Guokai Tang, Feng Zhao
  32. Social Welfare Function Leaderboard: On the Emergence of LLM Agents as the Welfare Dictator ↗Zhengliang Shi, Ruotian Ma, Jen-tse Huang et al.
  33. SocraticKG: Knowledge Graph Construction via QA-Driven Fact Extraction ↗Sanghyeok Choi, Woosang Jeon, Kyuseok Yang et al.
  34. Soft Head Selection for Injecting ICL-Derived Task Embeddings ↗Jungwon Park, Jimyeong Kim, Changin Choi et al.
  35. SolidCoder: Bridging the Mental-Reality Gap in LLM Code Generation through Concrete Execution ↗Woojin Lee, Jin-Xia Huang
  36. Solver-Independent Automated Problem Formulation via LLMs for High-Cost Simulation-Driven Design ↗Yuchen Li, Handing Wang, Bing Xue et al.
  37. Sparse Growing Transformer: Training-Time Sparse Depth Allocation via Progressive Attention Looping ↗Yao Chen, Yilong Chen, Yinqi Yang et al.
  38. SpatialMath: Spatial Comprehension-Infused Symbolic Reasoning for Mathematical Problem-Solving ↗Ashutosh Bajpai, Akshat Bhandari, Akshay Nambi et al.
  39. Spatiotemporal Sycophancy: Negation-Based Gaslighting in Video Large Language Models ↗Ziyao Tang, Pengkun Jiao, Bin Zhu et al.
  40. Speak No Evil, Just Prompt: Low-resource Multilingual Toxic Speech Detection with Audio Language Model ↗Mingzi Zuo, Lei Zhang, Hailiang Sun et al.
  41. SpecBound: Adaptive Bounded Self-Speculation with Layer-wise Confidence Calibration ↗Zhuofan Wen, Yang Feng
  42. SpecEdit: A Spectral Approach for Multi-Round Knowledge Editing ↗Junxian Liu, Zikun Deng, Xin Wu et al.
  43. SpecExtend: A Drop-in Enhancement for Speculative Decoding of Long Sequences ↗Jungyoub Cha, Hyunjong Kim, Sungzoon Cho
  44. Specialization without Sparsity: Efficient and Expressive Split-Path Experts for LLM Fine-Tuning ↗Ganghao Liu, Qin Zhou, Zhe Wang et al.
  45. Spectral Gravity Formant Estimation for Phonetic Segmentation ↗Michael S. Yantosca, Albert M. K. Cheng
  46. SplitThenMerge: Token-Level Skill-Compositional Sparse Mixture-of-Experts for Complex Domain-Specific Tasks ↗Yuting Huang, Jiawen Zhang, Yiquan Wu et al.
  47. Spotlight and Shadow: Attention-Guided Dual-Anchor Introspective Decoding for MLLM Hallucination Mitigation ↗Yebo Wu, Han Jin, Zhijiang Guo et al.
  48. SrDetection: A Self-Referential Framework for Data Leakage Detection in Code Large Language Models ↗Shuaimin Li, Liyang Fan, Zeyang li et al.
  49. SrcMix: Mixing of Related Source Languages Benefits Extremely Low-resource Machine Translation ↗Sanjeev Kumar, Preethi Jyothi, Pushpak Bhattacharyya
  50. Stabilizing Efficient Reasoning with Step-Level Advantage Selection ↗Han Wang, Xiaodong Yu, Jialian Wu et al.
  51. Stable Evidence, Unstable Decisions: An Empirical Analysis of Model Decision Stability in Vision–Language Models ↗Ali Khoramfar, Mohammad Javad Dousti, Alireza Mohamadian et al.
  52. Stable On-Policy Distillation through Adaptive Target Reformulation ↗Ijun Jang, Jewon Yeom, Juan Yeo et al.
  53. Stable and Explainable Personality Trait Evaluation in Large Language Models with Internal Activations ↗Xiaoxu Ma, Xiangbo Zhang, Zhenyu Weng
  54. StanceAttack: Adversarial Attack for Stance Detection ↗Chenye Zhao, Cornelia Caragea
  55. StateX: Enhancing RNN Recall via Post-training State Expansion ↗Xingyu Shen, Yingfa Chen, Zhen Leng Thai et al.
  56. Static Models, Dynamic World: A Unified Perspective on Temporal Perception in Large Language Models ↗Chenhao Li, Dandan Song, Changzhi Zhou et al.
  57. Steering Away from Refusal: A Black-box Jailbreak Method Based on First-Token Distribution ↗Shuangjie Fu, Du Su, Xin Chen et al.
  58. Step Potential Advantage Estimation: Harnessing Intermediate Confidence and Correctness for Efficient Mathematical Reasoning ↗Fei Wu, Zhenrong Zhang, Qikai Chang et al.
  59. Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data ↗Ofir Arviv, Kristjan Greenewald, Yotam Perlitz et al.
  60. Strategy-Induct: Task-Level Strategy Induction for Instruction Generation ↗Po-Chun Chen, Hen-Hsen Huang, Hsin-Hsi Chen
  61. StreamMeCo: Long-Term Agent Memory Compression for Efficient Streaming Video Understanding ↗Junxi Wang, Te Sun, Jiayi Zhu et al.
  62. Streaming Hallucination Detection in Long Chain-of-Thought Reasoning ↗Haolang Lu, Minghui Pan, Ripeng LI et al.
  63. StreamingEval: A Unified Evaluation Framework towards Realistic Streaming Video Understanding ↗Tang Guowei, Tianwen Qian, Huanran Zheng et al.
  64. Stress-Testing Emotional Support Models: Moving from Homogeneous to Diverse Help Seekers ↗Chaewon Heo, Cheyon Jin, Yohan Jo
  65. StruNRAG: Evaluation of OCR-Induced Structural Noise on RAG Robustness ↗Mengna Gao, Dapeng Yin, Shuyue Zhu et al.
  66. StructBreak: Structural Cognitive Overload-Induced Safety Failures in MLLMs ↗Yang Luo, Liu Xinran, TianTian Ji et al.
  67. StructKV: Preserving the Structural Skeleton for Scalable Long-Context Inference ↗Zhirui Chen, Peiyang Liu, Ling Shao
  68. Structure-Aware Quantized Retrieval for Long-Document Question Answering ↗Hui Huang, Julien Velcin, Yacine Kessaci
  69. Structure-Aware Zero-Shot Relational Learning for Knowledge Graphs without External Knowledge ↗Kuan Xu, Baoxin Zhang, Shuyue Fan et al.
  70. Structured Confidence–Guided Online Adaptation for LLM-based Multi-Label Classification ↗Pengyu Xu, JingRen Hou, Liping Jing et al.
  71. Structured Dialogue Refinement: Building Retrieval-Augmented Question Answering on Goal-Oriented Dialogues ↗Bin Wu, Sawan Kumar, Prasetya Ajie Utama et al.
  72. Structured and Abstractive Reasoning on Multi-modal Relational Knowledge Images ↗Yichi Zhang, Zhuo Chen, Lingbing Guo et al.
  73. Style Amnesia: Investigating Speaking Style Degradation and Mitigation in Multi-Turn Spoken Language Models ↗Yu-Xiang Lin, Cheng-Han Chiang, Hung-yi Lee
  74. Style over Story: Measuring LLM Narrative Preferences via Structured Selection ↗Donghoon Jung, Jiwoo Choi, Songeun Chae et al.
  75. Subgraph-Guided Executable Logical Form Generation for Knowledge Base Question Answering ↗Yuhang Tian, Dandan Song, Zhijing Wu et al.
  76. SudokuFill: A Multi-Agent Progressive Filling Framework for Document-Level Scientific Information Extraction ↗Yang Li, Yajiao Wang, Yu Zhang et al.
  77. SupChain-Bench: Benchmarking Large Language Models for Real-World Supply Chain Management ↗Shengyue Guan, Yihao Liu, Lang Cao
  78. Superficial Success vs. Internal Breakdown: An Empirical Study of Generalization in Adaptive Multi-Agent Systems ↗Namyeong So, Seokgyu Jang, Taeuk Kim
  79. Supplement Generation Training for Enhancing Agentic Task Performance ↗Young Min Cho, Daniele Bonadiman, Divya Bhargavi et al.
  80. Suppressing Final Layer Hidden State Jumps in Transformer Pretraining ↗Keigo Shibata, Kazuki Yano, Ryosuke Takahashi et al.
  81. Switching Heads and Softening Tokens: Turnkey Solutions to Visually Grounded Document QA ↗Ximing Wen, Wenbo Li, Sudipta Paul et al.
  82. Synapse: Empowering LLM Agents with Episodic-Semantic Memory via Spreading Activation ↗Hanqi Jiang, Junhao Chen, Yi Pan et al.
  83. SyncThink: A Training-Free Strategy to Align Inference Termination with Reasoning Saturation ↗Gengyang Li, Wang Cai, Yifeng Gao et al.
  84. Synergizing Semantic Anchors and Ordinal Smoothed Cross-Entropy for Speech Fluency Classification ↗Mulati Kahaer, Sirajahmat Ruzmamat, XuDong Pang et al.
  85. Synergizing Stylometrics with Semantics: Dual-Path Framework for LLM Detection and Attribution ↗Xingyu Lu, Yumeng Ma, Xiang Zhou et al.
  86. Syntax as a Rosetta Stone: Universal Dependencies for In-Context Coptic Translation ↗Abhishek Purushothama, Emma Thronson, Alexia Guo et al.
  87. SynthFix: Adaptive Neuro-Symbolic Code Vulnerability Repair ↗Yifan Zhang, Jieyu Li, Kexin Pei et al.
  88. SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis ↗Zijian Wu, Jinjie Ni, Xiangyan Liu et al.
  89. Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning ↗Max Schaffelder, Albert Gatt
  90. System-Mediated Attention Imbalances Make Vision-Language Models Say Yes ↗Tsan Tsai Chan, Varsha Suresh, Anisha Saha et al.
  91. TABED: Test-Time Adaptive Ensemble Drafting for Robust Speculative Decoding in LVLMs ↗Minjae Lee, Wonjun Kang, Byeongkeun Ahn et al.
  92. TARo: Token-level Adaptive Routing for LLM Test-time Alignment ↗Arushi Rai, Qiang Zhang, Hanqing Zeng et al.
  93. TELL-TALE: Task Efficient LLMs with Task Aware Layer Elimination ↗Omar Naim, Krish Sharma, Niyar R Barman et al.
  94. TELLME: Test-Enhanced Learning for Language Model Enrichment ↗Minjun Kim, Inho Won, HyeonSeok Lim et al.
  95. TENP: Trapezoidal Expert Neuron Pruning For Mixture-of-Experts ↗Jiangyang He, Shaolin Zhu, Deyi Xiong
  96. TIME: Temporally Intelligent Meta-reasoning Engine for Context-Triggered Explicit Reasoning ↗Susmit Das
  97. TIPA: Typologically Informed Parameter Aggregation ↗Stef Accou, Wessel Poelman
  98. TOXIFRENCH: Benchmarking and Enhancing Language Models via CoT Fine-Tuning for French Toxicity Detection ↗Axel Delaval, Shujian Yang, Haicheng Wang et al.
  99. TRAC: Token-level Reward Assignment for Coherent Abstractive Summarization ↗陈宣齐, 容梓莹, Xinfeng Liao et al.
  100. TRACE: An Experiential Framework for Coherent Multi-hop Knowledge Graph Question Answering ↗Yingxu Wang, Jiaxin Huang, Mengzhu Wang et al.

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