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

2,517 papers · page 21 of 26 · the most cited first · [← Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/)

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2001. **[RoleConflictBench: A Benchmark of Role Conflict Scenarios for Evaluating LLMs' Contextual Sensitivity ↗](https://aclanthology.org/2026.findings-acl.1695/)**Jisu Shin, Hoyun Song, Juhyun Oh et al.
2002. **[Rolling Out Data Quality Overnight, without losing the plot: A Multi-Agent System for Speech Data Quality Management ↗](https://aclanthology.org/2026.findings-acl.2062/)**Rishabh Kumar, Abhinav Painuli, Chriss Philip Saji et al.
2003. **[Rotation Control Unlearning: Quantifying and Controlling Continuous Unlearning for LLM with The Cognitive Rotation Space ↗](https://aclanthology.org/2026.findings-acl.921/)**Xiang Zhang, Kun Wei, Xu Yang et al.
2004. **[RouterHGC: Optimized Router for LLM-based Multi-Agent Systems via Heterogeneous Graph Contrastive Learning ↗](https://aclanthology.org/2026.findings-acl.1589/)**Yitao Xiao, Shaoyong Guo, Guoming Yang et al.
2005. **[S2H-DPO: Hardness-Aware Preference Optimization for Vision–Language Models ↗](https://aclanthology.org/2026.findings-acl.1825/)**Nitish Shukla, Surgan Jandial, Arun Ross
2006. **[S2ST-Omni: Hierarchical Language-Aware SpeechLLM Adaptation for Multilingual Speech-to-Speech Translation ↗](https://aclanthology.org/2026.findings-acl.1004/)**Yu Pan, Xiongfei Wu, Yang Yuguang et al.
2007. **[SAFER: A Controllable Safeguard for LLMs against Backdoor Attacks ↗](https://aclanthology.org/2026.findings-acl.705/)**Zirui Hu, Zheng Zhang, Yingjie Wang et al.
2008. **[SAFER: Advancing Safety Alignment via Efficient Ex-Ante Reasoning ↗](https://aclanthology.org/2026.findings-acl.1808/)**Kehua Feng, Keyan Ding, Yuhao Wang et al.
2009. **[SAGE : A Top-Down Bottom-Up Knowledge-Grounded User Simulator for Multi-turn Agent Evaluation ↗](https://aclanthology.org/2026.findings-eacl.147/)**Ryan Shea, Yunan Lu, Liang Qiu et al.
2010. **[SAGE: Sign-Adaptive Gradient for Memory-Efficient LLM Optimization ↗](https://aclanthology.org/2026.findings-acl.923/)**Wooin Lee, Hyun-Tae Kim
2011. **[SAGE: Steerable Agentic Data Generation for Deep Search with Execution Feedback ↗](https://aclanthology.org/2026.findings-eacl.174/)**Fangyuan Xu, Rujun Han, Yanfei Chen et al.
2012. **[SALT: Step-level Advantage Assignment for Long-horizon Agents via Trajectory Graph ↗](https://aclanthology.org/2026.findings-eacl.247/)**Jiazheng Li, Yawei Wang, Qiaojing Yan et al.
2013. **[SAM-NER: Semantic Archetype Mediation for Zero-Shot Named Entity Recognition ↗](https://aclanthology.org/2026.findings-acl.2050/)**Ruichu Cai, Juntao Gan, Miao Mai et al.
2014. **[SAMem: State-Aware Memory as a Fine-Grained Memory for LLM Agents in Decision-Making ↗](https://aclanthology.org/2026.findings-acl.722/)**Tong Wang, Pei Xu, Shiyue Cao et al.
2015. **[SAMoRA: Semantic-Aware Mixture of LoRA Experts for Task-Adaptive Learning ↗](https://aclanthology.org/2026.findings-acl.1404/)**Boyan Shi, Wei Chen, Shuyuan Zhao et al.
2016. **[SARA: Unlocking Multilingual Knowledge in Mixture-of-Experts via Semantically Anchored Routing Alignment ↗](https://aclanthology.org/2026.findings-acl.136/)**Tianyu Dong, Yangyang Liu, Jiang Zhou et al.
2017. **[SCALE: Upscaled Continual Learning of Large Language Models ↗](https://aclanthology.org/2026.findings-acl.2037/)**Jin-woo Lee, Junhwa Choi, Bongkyu Hwang et al.
2018. **[SCALER: Synthetic Scalable Adaptive Learning Environment for Reasoning ↗](https://aclanthology.org/2026.findings-acl.1596/)**Caijun Xu, Changyi Xiao, Zhongyuan Peng et al.
2019. **[SCMAPR: Self-Correcting Multi-Agent Prompt Refinement for Complex-Scenario Text-to-Video Generation ↗](https://aclanthology.org/2026.findings-acl.345/)**Chengyi Yang, Pengzhen Li, Jiayin Qi et al.
2020. **[SCOPE: Preserving Modality-Specific Cues to Mitigate Modality Laziness in Multimodal Learning ↗](https://aclanthology.org/2026.findings-acl.1453/)**Jingfan Yang, Rui Zhang, Liang Hong et al.
2021. **[SCRIPT: A Subcharacter Compositional Representation Injection Module for Korean Pre-Trained Language Models ↗](https://aclanthology.org/2026.findings-acl.104/)**SungHo Kim, Juhyeong Park, Eda Atalay et al.
2022. **[SCURank: Ranking Multiple Candidate Summaries with Summary Content Units for Enhanced Summarization ↗](https://aclanthology.org/2026.findings-acl.1941/)**Bo-Jyun Wang, Ying-Jia Lin, Hung-Yu Kao
2023. **[SD-E2: Semantic Exploration for Reasoning Under Token Budgets ↗](https://aclanthology.org/2026.findings-eacl.323/)**Kshitij Mishra, Nils Lukas, Salem Lahlou
2024. **[SDC-LoRA: Singular-Subspace Drift Controlled LoRA to Mitigate Knowledge Forgetting ↗](https://aclanthology.org/2026.findings-acl.1207/)**Geyuan Zhang, Xiaofei Zhou, Shihao Liu et al.
2025. **[SEA-Guard: Culturally Grounded Multilingual Safeguard for Southeast Asia ↗](https://aclanthology.org/2026.findings-acl.141/)**Panuthep Tasawong, Jian Gang Ngui, Alham Fikri Aji et al.
2026. **[SEA-SafeguardBench: Culturally Grounded Safety Benchmark for Southeast Asian Languages ↗](https://aclanthology.org/2026.findings-acl.194/)**Panuthep Tasawong, Jian Gang Ngui, Alham Fikri Aji et al.
2027. **[SEAD: A Surrogate-free Label-only Membership Inference Attack against Pre-trained LLMs with Semantic-Aware Density ↗](https://aclanthology.org/2026.findings-acl.337/)**Biao Yi, Jiahao Li, Yiming Li et al.
2028. **[SEAD: Self-Evolving Agent for Multi-Turn Service Dialogue ↗](https://aclanthology.org/2026.findings-acl.180/)**Yuqin Dai, Ning Gao, Wei Zhang et al.
2029. **[SEAM: Bridging the Temporal-Semantic Granularity Gap for LLM-based Speech Recognition ↗](https://aclanthology.org/2026.findings-eacl.112/)**Junseok Oh, Ji-Hwan Kim
2030. **[SEARCH-R: Structured Entity-Aware Retrieval with Chain-of-Reasoning Navigator for Multi-hop Question Answering ↗](https://aclanthology.org/2026.findings-acl.1953/)**FU Yuqing, Yimin Deng, Wanyu Wang et al.
2031. **[SEC-FinTables: Evaluating Large Language Models for Detecting Logical Inconsistencies on Tabular Data ↗](https://aclanthology.org/2026.findings-acl.764/)**Shuyan Ke, Qiong Wu, Hui Li et al.
2032. **[SEMA-RAG: A Self-Evolving Multi-Agent Retrieval-Augmented Generation Framework for Medical Reasoning ↗](https://aclanthology.org/2026.findings-acl.917/)**Yongfeng Huang, Ruiying Chen, James Cheng
2033. **[SERE: Structural Example Retrieval for Enhancing LLMs in Event Causality Identification ↗](https://aclanthology.org/2026.findings-acl.2126/)**Zhifeng Hao, Zhongjie Chen, Junhao Lu et al.
2034. **[SERM: Self-Evolving Relevance Model with Agent-Driven Learning from Massive Query Streams ↗](https://aclanthology.org/2026.findings-acl.823/)**Chenglong Wang, Canjia Li, Xingzhao Zhu et al.
2035. **[SGA-MCTS: Decoupling Planning from Execution via Training-Free Atomic Experience Retrieval ↗](https://aclanthology.org/2026.findings-acl.60/)**Xin Xie, Dongyun Xue, Wuguannan Yao et al.
2036. **[SGG-R$^\rm 3$: From Next-Token Prediction to End-to-End Unbiased Scene Graph Generation ↗](https://aclanthology.org/2026.findings-acl.992/)**Jiaye Feng, Qixiang Yin, Yuankun Liu et al.
2037. **[SIRAJ: Diverse and Efficient Red-Teaming for LLM Agents via Distilled Structured Reasoning ↗](https://aclanthology.org/2026.findings-eacl.171/)**Kaiwen Zhou, Ahmed Elgohary, A S M Iftekhar et al.
2038. **[SIV-Bench: A Video Benchmark for Social Interaction Understanding and Reasoning ↗](https://aclanthology.org/2026.findings-acl.1863/)**Fanqi Kong, Weiqin Zu, Xinyu Chen et al.
2039. **[SLANG-GraphRAG: Multi-Layered Retrieval with Domain-Specific Knowledge for Low Resource Social Media Conversations ↗](https://aclanthology.org/2026.findings-eacl.203/)**Ifeoluwa Wuraola, Daniel Marciniak, Nina Dethlefs
2040. **[SLIM: Stealthy Low-Coverage Black-Box Watermarking via Latent-Space Confusion Zones ↗](https://aclanthology.org/2026.findings-acl.919/)**Hengyu WU, Yang Cao
2041. **[SLIP: Soft Label Mechanism and Key-Extraction-Guided CoT-based Defense Against Instruction Backdoor in APIs ↗](https://aclanthology.org/2026.findings-acl.896/)**Wu Zhengxian, Juan Wen, Wanli Peng et al.
2042. **[SMART-Editor: A Multi-Agent Framework for Human-Like Design Editing with Structural Integrity ↗](https://aclanthology.org/2026.findings-eacl.169/)**Ishani Mondal, Meera Bharadwaj, Ayush Roy et al.
2043. **[SMART: Semantic Header Flattening and Pseudo-Code-Style Reasoning for LLM-based Complex Table Question Answering ↗](https://aclanthology.org/2026.findings-acl.1474/)**Yongshuo Zhang, Jixiong Chen, Kaihe xu et al.
2044. **[SOLAR-RL: Semi-Online Long-horizon Assignment Reinforcement Learning ↗](https://aclanthology.org/2026.findings-acl.1222/)**Jichao Wang, Liuyang Bian, Yufeng Zhou et al.
2045. **[SOP-Maze: Evaluating Large Language Models on Complicated Business Standard Operating Procedures ↗](https://aclanthology.org/2026.findings-acl.715/)**Jiaming Wang, Zhe Tang, Zehao Jin et al.
2046. **[SPD-Faith Bench: Diagnosing and Improving Faithfulness in Chain-of-Thought for Multimodal Large Language Models ↗](https://aclanthology.org/2026.findings-acl.995/)**Weijiang Lv, Yaoxuan Feng, Xiaobo Xia et al.
2047. **[SPIDE: Serial and Parallel Intertwined Speculative Decoding ↗](https://aclanthology.org/2026.findings-acl.1040/)**Wenru Xu, Peixuan Xu, Ziqi Yang et al.
2048. **[SPS: Steering Probability Squeezing for Better Exploration in Reinforcement Learning for Large Language Models ↗](https://aclanthology.org/2026.findings-acl.865/)**Yifu Huo, Chenglong Wang, Ziming Zhu et al.
2049. **[SPaCe: Unlocking Sample-Efficient Large Language Models Training With Self-Pace Curriculum Learning ↗](https://aclanthology.org/2026.findings-acl.171/)**Dai Do, Manh Nguyen, Svetha Venkatesh et al.
2050. **[SParK-Eval: Evaluating Structure-Aware Knowledge Acquisition in LLMs for Domain Adaptation to Industrial Records ↗](https://aclanthology.org/2026.findings-acl.1221/)**Ekant Muljibhai Amin, Yuta Koreeda, Yasuhiro Sogawa
2051. **[SQL-ASTRA: Alleviating Sparse Feedback in Agentic SQL via Column-Set Matching and Trajectory Aggregation ↗](https://aclanthology.org/2026.findings-acl.920/)**Long Li, Zhijian Zhou, Jiangxuan Long et al.
2052. **[SQLAgent: Learning to Explore Before Generating as a Data Engineer ↗](https://aclanthology.org/2026.findings-acl.1959/)**Wenjia Jiang, Yiwei Wang, Boyan Han et al.
2053. **[SR-RAG: Verifiable Multi-Hop Reasoning via On-the-fly Symbolic Graph Construction ↗](https://aclanthology.org/2026.findings-acl.1922/)**Zehua Wang, Zhaojin Zhang, Boyu Qiu et al.
2054. **[SSR-Zero: Simple Self-Rewarding Reinforcement Learning for Machine Translation ↗](https://aclanthology.org/2026.findings-acl.300/)**Wenjie Yang, Mao Zheng, Mingyang Song et al.
2055. **[STAR-Teaming: A Strategy-Response Multiplex Network Approach to Automated LLM Red Teaming ↗](https://aclanthology.org/2026.findings-acl.1470/)**Min Jae Jung, YongTaek Lim, Chaeyun Kim et al.
2056. **[STEP: Success-Rate-Aware Trajectory-Efficient Policy Optimization ↗](https://aclanthology.org/2026.findings-acl.1532/)**Yuhan Chen, Yuxuan Liu, Long Zhang et al.
2057. **[STaD: Scaffolded Task Design for Identifying Compositional Skill Gaps in LLMs ↗](https://aclanthology.org/2026.findings-acl.1977/)**Sungeun An, Swanand Ravindra Kadhe, Shailja Thakur et al.
2058. **[SWE-AGILE: A Software Agent Framework for Efficiently Managing Dynamic Reasoning Context ↗](https://aclanthology.org/2026.findings-acl.868/)**Shuquan Lian, Juncheng Liu, Yazhe Chen et al.
2059. **[SWE-Mutation: Can LLMs Generate Reliable Test Suites in Software Engineering? ↗](https://aclanthology.org/2026.findings-acl.1976/)**Yuxuan Sun, Yuze Zhao, Yufeng Wang et al.
2060. **[SWE-QA-Pro: A Representative Benchmark and Scalable Training Recipe for Repository-Level Code Understanding ↗](https://aclanthology.org/2026.findings-acl.837/)**Songcheng Cai, Zhiheng Lyu, Yuansheng Ni et al.
2061. **[SWE-Swiss: A Multi-Task Fine-Tuning and RL Recipe for High-Performance Issue Resolution ↗](https://aclanthology.org/2026.findings-acl.790/)**Zhenyu He, Qingping Yang, Wei Shen et al.
2062. **[Safe-SAIL: Towards a Fine-grained Safety Landscape of Large Language Models via Sparse Autoencoder Interpretation Framework ↗](https://aclanthology.org/2026.findings-acl.944/)**Jiaqi Weng, Han Zheng, Hanyu Zhang et al.
2063. **[SafeMERGE: Preserving Safety Alignment in Fine-Tuned Large Language Models via Selective Layer-Wise Model Merging ↗](https://aclanthology.org/2026.findings-acl.1761/)**Aladin Djuhera, Swanand Ravindra Kadhe, Farhan Ahmed et al.
2064. **[SafeSearch: Do Not Trade Safety for Utility in LLM Search Agents ↗](https://aclanthology.org/2026.findings-eacl.146/)**Qiusi Zhan, Angeline Budiman-Chan, Abdelrahman Zayed et al.
2065. **[SafeSteer: A Decoding-level Defense Mechanism for Multimodal Large Language Models ↗](https://aclanthology.org/2026.findings-acl.916/)**Xinyi Zeng, Xue Yang, Jingyuan Zhang et al.
2066. **[Safety Guardrails of Large Language Models Are Vulnerable to Value-Driven Adversarial Prompting ↗](https://aclanthology.org/2026.findings-acl.1357/)**Xiaohao Luo, Ying Wei, Zhijun Li
2067. **[Safety Is Not Universal: The Selective Safety Trap in LLM Alignment ↗](https://aclanthology.org/2026.findings-acl.489/)**Iago Alves Brito, Walcy Rios, Julia Soares Dollis et al.
2068. **[Safety Sidecar: Reflection-Driven Runtime Control for Safer Agents ↗](https://aclanthology.org/2026.findings-acl.1542/)**Wang Bin, Quan Jiazheng, Xingrui Yu et al.
2069. **[Safety-Aware Dialogue System for Postoperative Oral Cancer Care with Structured Clarification and a Clinically Curated Dataset ↗](https://aclanthology.org/2026.findings-acl.902/)**Tzu-Chi Liu, Hui-Ying Yang, Shiow-Ching Shun et al.
2070. **[SafetyALFRED: Evaluating Safety-Conscious Planning of Vision Language Models ↗](https://aclanthology.org/2026.findings-acl.1852/)**Josue Torres-Fonseca, Naihao Deng, Yinpei Dai et al.
2071. **[Save the Good Prefix: Precise Error Penalization via Process-Supervised RL to Enhance LLM Reasoning ↗](https://aclanthology.org/2026.findings-acl.1767/)**Haolin Liu, Dian Yu, Sidi Lu et al.
2072. **[Scaling Collaborative Effort with Agents ↗](https://aclanthology.org/2026.findings-acl.595/)**Shannon Zejiang Shen, Valerie Chen, Ken Gu et al.
2073. **[Scaling Cultural Resources for Improving Generative Models ↗](https://aclanthology.org/2026.findings-eacl.352/)**Hayk Stepanyan, Aishwarya Verma, Andrew Zaldivar et al.
2074. **[Scaling Data-Constrained Language Models with Synthetic Data ↗](https://aclanthology.org/2026.findings-eacl.52/)**Hirokazu Kiyomaru, Yusuke Oda, Takashi Kodama et al.
2075. **[Scaling Evaluation-Time Compute with Reasoning Models as Evaluators ↗](https://aclanthology.org/2026.findings-acl.2102/)**Seungone Kim, Ian Wu, Jinu Lee et al.
2076. **[Scaling Laws for Code: Every Programming Language Matters ↗](https://aclanthology.org/2026.findings-acl.487/)**Jian Yang, Shuyue Guo, Linzheng Chai et al.
2077. **[Scaling Laws or Threshold Effects: Exploring the Optimal Vocabulary Size for Balancing Performance and Efficiency in Low-Resource Languages ↗](https://aclanthology.org/2026.findings-acl.1588/)**Ao Han, Andong Chen, Yuan Sun et al.
2078. **[Scaling Performance and Low-Resource Annotation with Many-Shot In-Context Learning for Named Entity Recognition ↗](https://aclanthology.org/2026.findings-acl.1431/)**Qi Zhang, Fangping Lan, Cornelia Caragea et al.
2079. **[Scaling Unverifiable Rewards: A Case Study on Visual Insights ↗](https://aclanthology.org/2026.findings-acl.1724/)**Shuyu Gan, James Mooney, Pan Hao et al.
2080. **[Scaling is Not All You Need: Clinical-Oriented Reinforcement Learning Makes Parameter-Efficient Clinical Reasoning ↗](https://aclanthology.org/2026.findings-acl.741/)**Chi Liu, Yan Shu, Mengzhuo Chen et al.
2081. **[Scattered Hypothesis Generation for Open-Ended Event Forecasting ↗](https://aclanthology.org/2026.findings-acl.855/)**He Chang, Zhulin Tao, Lifang Yang et al.
2082. **[SceneLM: 3D-Aware Language Models for Editable 3D Scene Synthesis ↗](https://aclanthology.org/2026.findings-acl.2116/)**Xingbo Yao, Xiaoyu Chen, Doudou Zhang et al.
2083. **[SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases ↗](https://aclanthology.org/2026.findings-eacl.134/)**AmirHossein Safdarian, Milad Mohammadi, Ehsan Jahanbakhsh Bashirloo et al.
2084. **[SciExplore: Evaluating Autonomous Agents from Scientific Navigation to Information Integration ↗](https://aclanthology.org/2026.findings-acl.1117/)**Yinhao Tang, Youqing Fang, Yanan Sun et al.
2085. **[SciImpact: A Multi-Dimensional, Multi-Field Benchmark for Scientific Impact Prediction ↗](https://aclanthology.org/2026.findings-acl.1445/)**Hangxiao Zhu, Yuyu Zhang, Ping Nie et al.
2086. **[SciText2Eq: Assessing LLMs for Explainable Equation Generation for Scientific Creativity ↗](https://aclanthology.org/2026.findings-acl.1553/)**Yifan Mo, Xiao Fu, Yue Su et al.
2087. **[SciVQR: A Multidisciplinary Multimodal Benchmark for Advanced Scientific Reasoning Evaluation ↗](https://aclanthology.org/2026.findings-acl.28/)**Longteng Guo, Xuanxu Lin, Dongze Hao et al.
2088. **[Scripts Through Time: A Survey of the Evolving Role of Transliteration in NLP ↗](https://aclanthology.org/2026.findings-acl.1176/)**Thanmay Jayakumar, Deepon Halder, Raj Dabre
2089. **[Sculpting the Vector Space: Towards Efficient Multi-Vector Visual Document Retrieval via Prune-then-Merge Framework ↗](https://aclanthology.org/2026.findings-acl.1247/)**Yibo Yan, Mingdong Ou, Yi Cao et al.
2090. **[See More, Store Less: Memory-Efficient Resolution for Video Moment Retrieval ↗](https://aclanthology.org/2026.findings-eacl.87/)**Mingyu Jeon, Sungjin Han, Jinkwon Hwang et al.
2091. **[See or Say Graphs: Agent-Driven Scalable Graph Understanding with Vision-Language Models ↗](https://aclanthology.org/2026.findings-acl.2066/)**Shuo Han, Yukun Cao, Zezhong Ding et al.
2092. **[Seeing Beyond Words: MatVQA for Challenging Visual-Scientific Reasoning in Materials Science ↗](https://aclanthology.org/2026.findings-acl.1181/)**Sifan Wu, Huan Zhang, Yizhan Li et al.
2093. **[Seeing Isn't Believing: Mitigating Belief Inertia via Active Intervention in Embodied Agents ↗](https://aclanthology.org/2026.findings-acl.1884/)**Hanlin Wang, Chak Tou Leong, Jian Wang et al.
2094. **[Seek-and-Solve: Benchmarking MLLMs for Visual Clue-Driven Reasoning in Daily Scenarios ↗](https://aclanthology.org/2026.findings-acl.760/)**Xiaomin Li, Tala Wang, Zichen Zhong et al.
2095. **[Seer Self-Consistency: Advance Budget Estimation for Adaptive Test-Time Scaling ↗](https://aclanthology.org/2026.findings-acl.2120/)**Shiyu Ji, Yixuan Wang, Yijun Liu et al.
2096. **[SegDRE: A Salient Entity Guided Approach to Document-Level Relation Extraction ↗](https://aclanthology.org/2026.findings-acl.1192/)**Xing Yang, Chengxiang Tan
2097. **[Selective Steering: Norm-Preserving Control Through Discriminative Layer Selection ↗](https://aclanthology.org/2026.findings-acl.529/)**Quy-Anh Dang, Chris Ngo
2098. **[Self-Awareness before Action: Mitigating Logical Inertia via Proactive Cognitive Awareness ↗](https://aclanthology.org/2026.findings-acl.793/)**Fulong Fan, Peilin Liu, Liu FengZhe et al.
2099. **[Self-Consistency from Only Two Samples: CoT–PoT Ensembling for Efficient LLM Reasoning ↗](https://aclanthology.org/2026.findings-acl.1642/)**Raman Saparkhan, Majd Hawasly, Md Rizwan Parvez et al.
2100. **[Self-Correcting RAG: Enhancing Faithfulness via MMKP Context Selection and NLI-Guided MCTS ↗](https://aclanthology.org/2026.findings-acl.1052/)**Shijia Xu, Zhou Wu, Xiaolong Jia et al.

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