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Who cites Hunter Lightman

2,758 citations of their works from 2,420 papers of our library (of the 149,439 whose bibliographies we read) · 745 with a page here, the most cited first · page 6 of 8 · 501–600 · ← Hunter Lightman

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  1. Nearest-Neighbor Retrieval for Indigenous Image CaptioningWorkshop on NLP for Indigenous Languages of the Americas (AmericasNLP)Justin Vasselli, Arturo Martínez Peguero, Shintaro Ozaki, et al.2026 · 1 citation
  2. NEAT: Neuron-Based Early Exit for Large Reasoning ModelsFindings of the Association for Computational LinguisticsKang Liu, YongKang Liu, Xiaocui Yang, et al.2026 · 1 citation
  3. Not All Tokens Matter: Towards Efficient LLM Reasoning via Token Significance in Reinforcement LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Hanbing Liu, Lang Cao, Yuanyi Ren, et al.2026 · 1 citation
  4. OCR or Not? Rethinking Document Information Extraction in the MLLMs Era with Real-World Large-Scale DatasetsConference of the European Chapter of the Association for Computational Linguistics (EACL)Jiyuan Shen, Yuan Peiyue, Atin Ghosh, et al.2026 · 1 citation
  5. On the Step Length Confounding in LLM Reasoning Data SelectionFindings of the Association for Computational LinguisticsBing Wang, Rui Miao, Chen Shen, et al.2026 · 1 citation
  6. Process Reward Models Meet Planning: Generating Precise and Scalable Datasets for Step-Level RewardsAnnual Meeting of the Association for Computational Linguistics (ACL)Raffaele Pisano, Roberto Navigli2026 · 1 citation
  7. RAFFLES: Reasoning-based Attribution of Faults for LLM SystemsConference of the European Chapter of the Association for Computational Linguistics (EACL)Chenyang Zhu, Spencer Hong, Jingyu Wu, et al.2026 · 1 citation
  8. Reasoning Fails Where Step Flow BreaksAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaoyu Xu, Yulan Pan, Xiaosong Yuan, et al.2026 · 1 citation
  9. Reasoning or Knowledge: Stratified Evaluation of Biomedical LLMsConference of the European Chapter of the Association for Computational Linguistics (EACL)Rahul Thapa, Qingyang Wu, Kevin Wu, et al.2026 · 1 citation
  10. Reasoning Up the Instruction Ladder for Controllable Language ModelsFindings of the Association for Computational LinguisticsZishuo Zheng, Vidhisha Balachandran, Chan Young Park, et al.2026 · 1 citation
  11. Rectified Sparse Attention for Efficient Long-Sequence GenerationFindings of the Association for Computational LinguisticsYutao Sun, Tianzhu Ye, Li Dong, et al.2026 · 1 citation
  12. ReProbe: Efficient Test-Time Scaling of Multi-Step Reasoning by Probing Internal States of Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Jingwei Ni, Ekaterina Fadeeva, Tianyi Wu, et al.2026 · 1 citation
  13. ReTraceQA: Evaluating Reasoning Traces of Small Language Models in Commonsense Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Francesco Maria Molfese, Luca Moroni, Ciro Porcaro, et al.2026 · 1 citation
  14. Scaling Test-Time Compute to Achieve IOI Gold Medal with Open-Weight ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Mehrzad Samadi, Aleksander Ficek, Sean Narenthiran, et al.2026 · 1 citation
  15. Sense and Sensitivity: “Reasoning” Models are More Robust, but can Diverge from Human Consensus in a Legal Interpretation TaskConference on Computational Natural Language Learning (CoNLL)Dawson Petersen, Abhishek Purushothama, Nathan Schneider2026 · 1 citation
  16. Solve-Detect-Verify: Inference-Time Scaling with Flexible Generative VerifierAnnual Meeting of the Association for Computational Linguistics (ACL)Jianyuan Zhong, Zeju Li, Zhijian Xu, et al.2026 · 1 citation
  17. Synthetic Function Demonstrations Improve Generation in Low-Resource Programming LanguagesLanguage Resources and Evaluation Conference (LREC)Nick McKenna, Xinnuo Xu, Jack Williams, et al.2026 · 1 citation
  18. Takoyaki at SemEval-2026 Task 3: Ensembling LLM Predictions using Demonstration Retrieval for Dimensional Aspect-based Sentiment AnalysisInternational Workshop on Semantic Evaluation (SemEval)Kosuke Yamada, Sho Takase, Ryosuke Kohita2026 · 1 citation
  19. Team QUESPA System Submission for the IWSLT 2026 Dialectal and Low-resource Speech Translation TaskInternational Conference on Spoken Language Translation (IWSLT)John E. Ortega, Rodolfo Joel Zevallos, Fabrício Carraro, et al.2026 · 1 citation
  20. The Bidirectional Process Reward ModelAnnual Meeting of the Association for Computational Linguistics (ACL)Lingyin Zhang, Jun Gao, Xiaoxue Ren, et al.2026 · 1 citation
  21. Thinking Long, but Short: Stable Sequential Test-Time Scaling for Large Reasoning ModelsFindings of the Association for Computational LinguisticsMichael R. Metel, Yufei Cui, Boxing Chen, et al.2026 · 1 citation
  22. Thinking with Reasoning Skills: Fewer Tokens, More AccuracyAnnual Meeting of the Association for Computational Linguistics (ACL)Guangxiang Zhao, Qilong Shi, Xusen Xiao, et al.2026 · 1 citation
  23. Training Language Models to Use Prolog as a ToolFindings of the Association for Computational LinguisticsNiklas Mellgren, Peter Schneider-Kamp, Lukas Galke Poech2026 · 1 citation
  24. When Is Thinking Enough? Early Exit via Sufficiency Assessment for Efficient ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Yang Xiang, Yixin Ji, Ruotao Xu, et al.2026 · 1 citation
  25. When Models Outthink Their Safety: Unveiling and Mitigating Self-Jailbreak in Large Reasoning ModelsFindings of the Association for Computational LinguisticsYingzhi Mao, Chunkang Zhang, Junxiang Wang, et al.2026 · 1 citation
  26. Where Reasoning Breaks: Logic-Aware Path Selection by Controlling Logical Connectives in LLMs Reasoning ChainsFindings of the Association for Computational LinguisticsSeunghyun Park, Yuanyuan Lei2026 · 1 citation
  27. x1: Learning to Think Adaptively Across Languages and CulturesFindings of the Association for Computational LinguisticsYangfan Ye, Xiaocheng Feng, Xiachong Feng, et al.2026 · 1 citation
  28. AraEval: An Arabic Multi-Task Evaluation Suite for Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Alhanoof Althnian, Norah A. Alzahrani, Shaykhah Z. Alsubaie, et al.2025 · 1 citation
  29. A Comprehensive Survey of Process Reward Models: Data Generation, Model Construction, and UsageAnnual Meeting of the Association for Computational Linguistics (ACL)Congmin Zheng, Jiachen Zhu, Zhuoying Ou, et al.2026
  30. A Simple and Efficient Learning-Style Prompting for LLM JailbreakingFindings of the Association for Computational LinguisticsXuan Luo, Yue Wang, Zefeng He, et al.2026
  31. A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and SolutionsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhiyin Yu, Yuchen Mou, Juncheng Yan, et al.2026
  32. AAPO: Enhancing the Reasoning Capabilities of LLMs with Advantage MarginAnnual Meeting of the Association for Computational Linguistics (ACL)Jian Xiong, Jingbo Zhou, Jingyong Ye, et al.2026
  33. Action Boundary Blindness: When LLM Agents Cannot Tell Where One Action Ends and Another BeginsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhangyi Wang, Bingnan Yu, Jiexiang Xu, et al.2026
  34. AdaJudge: Adaptive Multi-Perspective Judging for Reward ModelingAnnual Meeting of the Association for Computational Linguistics (ACL)Yongliang Miao, Yangyang Liang, Mengnan Du2026
  35. AdaMix: Adaptive Mixing for Short and Long Reasoning AdaptersAnnual Meeting of the Association for Computational Linguistics (ACL)Hao Luo, Xiao Yan, Xinyan Li, et al.2026
  36. Adaptive Test-Time Compute Allocation with Evolving In-Context DemonstrationsFindings of the Association for Computational LinguisticsBowen Zuo, Dongruo Zhou, Yinglun Zhu2026
  37. Advancing Reasoning in Diffusion Language Models with Denoising Process RewardsAnnual Meeting of the Association for Computational Linguistics (ACL)Shaoan Xie, Lingjing Kong, Xiangchen Song, et al.2026
  38. AfriqueLLM: How Data Mixing and Model Architecture Impact Continued Pre-training for African LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL)Hao Yu, Tianyi Xu, Michael A. Hedderich, et al.2026
  39. Agentic CLEAR: Automating Multi-Level Evaluation of LLM AgentsAnnual Meeting of the Association for Computational Linguistics (ACL)Asaf Yehudai, Lilach Eden, Michal Shmueli-Scheuer2026
  40. AgenticQwen: Training Small Agentic Language Models with Dual Data Flywheels for Industrial-Scale Tool UseAnnual Meeting of the Association for Computational Linguistics (ACL)Yuanjie Lyu, Chengyu Wang, Haonan Zheng, et al.2026
  41. AgentV-RL: Scaling Reward Modeling with Agentic VerifierFindings of the Association for Computational LinguisticsJiazheng Zhang, Ziche Fu, Zhiheng Xi, et al.2026
  42. Aligning Agents via Planning: A Benchmark for Trajectory-Level Reward ModelingAnnual Meeting of the Association for Computational Linguistics (ACL)Jiaxuan Wang, Yulan Hu, Wenjin Yang, et al.2026
  43. AppTek Call-Center Dialogues: A Multi-Accent Long-Form Benchmark for English ASRarXiv:2604.27543Eugen Beck, Sarah Beranek, Uma Moothiringote, et al.2026
  44. Arabic Morphosyntactic Tagging and Dependency Parsing with Large Language ModelsMohamed Adel, Bashar Alhafni, Nizar Habash2026
  45. ArabiGEE: A Hierarchical Taxonomy for Arabic Grammatical Error ExplanationarXiv:2606.10765Khaled Elhady, Omar Kallas, Nizar Habash, et al.2026
  46. AraGenre 2026: A Hierarchical Definition-Guided Arabic Genre Classification Shared TaskarXiv:2609.27387 · The 4th ArabicNLP conference at EMNLP 2026Mo El-Haj, Saad Ezzini, Shadi Abudalfa, et al.2026
  47. Arguments that Alter Minds: LLM Rationales Sway Human (and LLM) Notions of PlausibilityAnnual Meeting of the Association for Computational Linguistics (ACL)Shramay Palta, Peter A. Rankel, Sarah Wiegreffe, et al.2026
  48. ARM2: Adaptive Reasoning Model with Vision Understanding and Executable CodeFindings of the Association for Computational LinguisticsJian Xie, Zhendong Chu, Aoxiao Zhong, et al.2026
  49. ArrowGEV: Grounding Events in Video via Learning the Arrow of TimeFindings of the Association for Computational LinguisticsFangxu Yu, Ziyao Lu, Liqiang Niu, et al.2026
  50. As Easy as Rocket Science: Assessing the Ability of Large Language Models to Interpret Negation in Figurative LanguageTransactions of the Association for Computational Linguistics (TACL)Jasmine Owers, Edwin Simpson, Martha Lewis2026
  51. Ascending the Infinite Ladder: Benchmarking Spatial Deformation Reasoning in Vision-Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Jiahuan Zhang, Shunwen Bai, Tianheng Wang, et al.2026
  52. Auditing Discovery Claims: A Two-Sided Criterion for Agentic Science, with the Negative Side DecidablearXiv:2608.00981Wenhui Chen, Jianlin Chen, Ziyao Lin, et al.2026
  53. AutoSearch: Adaptive Search Depth for Efficient Agentic RAG via Reinforcement LearningFindings of the Association for Computational LinguisticsJingbo Sun, Wenyue Chong, Songjun Tu, et al.2026
  54. Benchmarking Post-Training Quantization of Large Language Models under Microscaling Floating Point FormatsAnnual Meeting of the Association for Computational Linguistics (ACL)Manyi Zhang, Ji-Fu Li, Zhongao Sun, et al.2026
  55. Beyond Accuracy: Alignment and Error Detection across Languages in the Bi-GSM8K Math-Teaching BenchmarkFindings of the Association for Computational LinguisticsJieun Park, KyungTae Lim, Joon-ho Lim2026
  56. Beyond Examples: Towards Automated Thought-level In-Context Reasoning for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Jinyang Wu, Mingkuan Feng, Shuai Zhang, et al.2026
  57. Beyond Length Scaling: Synergizing Breadth and Depth for Generative Reward ModelsFindings of the Association for Computational LinguisticsQiyuan Zhang, Yufei Wang, Tianhe Wu, et al.2026
  58. Beyond Query Memorization: Large Language Model Routing with Query Decomposition and Historical MatchingAnnual Meeting of the Association for Computational Linguistics (ACL)Bo Lv, Jingbo Sun, Jianwei Lv, et al.2026
  59. Beyond Reasoning Gains: Mitigating General-Capability Forgetting in Large Reasoning ModelsFindings of the Association for Computational LinguisticsHoang Phan, Xianjun Yang, Yuanshun Yao, et al.2026
  60. Beyond Sample-Level Feedback: Using Reference-Level Feedback to Guide Data SynthesisConference of the European Chapter of the Association for Computational Linguistics (EACL)Shuhaib Mehri, Xiusi Chen, Heng Ji, et al.2026
  61. Beyond Simple Term Injection: Reasoning Models for Legal Translation in a Non-Dominant Language VarietyAnnual Conference of the European Association for Machine Translation (EAMT)Paolo Di Natale, Elena Chiocchetti, Marlies Alber, et al.2026
  62. Boosting Self-Consistency with RankingAnnual Meeting of the Association for Computational Linguistics (ACL)Maria Marina, Daniil Moskovskiy, Sergey Pletenev, et al.2026
  63. Building a Custom Taxonomy of AI Skills and Tasks from the Ground Up with Job PostingsWorkshop on Customizable NLP: Progress and Challenges in Customizing NLP for a Domain, Application, Group, or IndividualStephen Meisenbacher, Peter Norlander2026
  64. Calibration-Aware Policy Optimization for Reasoning LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Ziqi Wang, Xingzhou Lou, Meiqi Wu, et al.2026
  65. Can LLMs Really Judge? A Progressive Argumentation-Mining Framework for Distinguishing Understanding from AggregationFindings of the Association for Computational LinguisticsFuyu Wang, Jiangtong Li, Kun Zhu, et al.2026
  66. CEMT:Controllable Element-Oriented Machine Translation via Structured Linguistic ReasoningFindings of the Association for Computational LinguisticsLingling Shi, Haoyu Jin, Ruiyu Fang, et al.2026
  67. ChartDiff: A Large-Scale Benchmark for Comprehending Pairs of ChartsWorkshop on Advances in Language and Vision Research (ALVR)Rongtian Ye2026
  68. ChildEval:WHEN LARGE LANGUAGE MODELS MEET CHILDREN'S PERSONALITIESFindings of the Association for Computational LinguisticsYanyan Luo, Xue Han, Chunxu Zhao, et al.2026
  69. Chinese Court Simulation with LLM-Based Agents SystemFindings of the Association for Computational LinguisticsKaiyuan Zhang, Jiaqi Li, Yueyue Wu, et al.2026
  70. Choose Your Lens: Multi-Perspective Value Alignment of Chain-of-Thought ReasoningFindings of the Association for Computational LinguisticsGejian Zhao, Hanzhou Wu, Xinpeng Zhang2026
  71. Chronos: Learning Temporal Dynamics of Reasoning Chains for Test-Time ScalingFindings of the Association for Computational LinguisticsKai Zhang, Jiayi Liao, Chengpeng Li, et al.2026
  72. CLaC at SemEval-2026 Task 6: Response Clarity Detection in Political DiscourseInternational Workshop on Semantic Evaluation (SemEval)Nawar Turk, Lucas Miquet-Westphal, Leila Kosseim2026
  73. CLARO: Controlled Attribute-Driven Reasoning Optimization for Efficient Chain-of-ThoughtFindings of the Association for Computational LinguisticsOded Schlesinger, Young Kyung Kim, J. Matias Di Martino, et al.2026
  74. CodeRise: Bootstrapping LLMs for Ultra Low-Resource Programming Languages via Progressive Self-Refinement CurriculumFindings of the Association for Computational LinguisticsTengfei Wen, Xuanang Chen, Ben He, et al.2026
  75. CodeRM-NT: Reward Model for Code RL without Unit TestsFindings of the Association for Computational LinguisticsXiao Xia, Dan Zhang, Tianrui Sun2026
  76. CogGen: A Cognitively Inspired Recursive Framework for Deep Research Report GenerationFindings of the Association for Computational LinguisticsKuo Tian, Pengfei Sun, Zhen Wu, et al.2026
  77. Cognitive Analysis Graph-Guided Multi-Turn Safety Enhancement for Large Language ModelsFindings of the Association for Computational LinguisticsLanxue Zhang, Yuqiang Xie, Fang Fang, et al.2026
  78. Confidence-Weighted Token Set Cover for Early Hypothesis Pruning in Self-ConsistencyFindings of the Association for Computational LinguisticsMd Arafat Sultan, Ramón Fernandez Astudillo2026
  79. ConMA : Confidence-Guided Kernel Sampling with Multi-Stage Aggregation for LLM ReasoningFindings of the Association for Computational LinguisticsYinuo Wang, Qingjie Li, Wenyao Cui, et al.2026
  80. CoTEvol: Self-Evolving Chain-of-Thoughts for Data Synthesis in Mathematical ReasoningFindings of the Association for Computational LinguisticsZhuo Wang, Zhuo Zhang, Yafu Li, et al.2026
  81. Crossing the Reward Bridge: Expanding Reinforcement Learning with Verifiable Rewards Across Diverse DomainsAnnual Meeting of the Association for Computational Linguistics (ACL)Yi Su, Dian Yu, Linfeng Song, et al.2026
  82. Curing Miracle Steps in LLM Mathematical Reasoning with Rubric RewardsAnnual Meeting of the Association for Computational Linguistics (ACL)Youliang Yuan, Qiuyang Mang, Jingbang Chen, et al.2026
  83. CxMP: A Linguistic Minimal-Pair Benchmark for Evaluating Constructional Understanding in Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Miyu Oba, Saku Sugawara2026
  84. C³D: Enhancing LLM Reasoning via Confidence-Guided Contrastive DecodingFindings of the Association for Computational LinguisticsYufeng Zhang, Xuepeng Wang, Lingxiang Wu, et al.2026
  85. Detecting Latin in Historical Books with Large Language Models: A Multimodal BenchmarkConference of the European Chapter of the Association for Computational Linguistics (EACL)Yu Wu, Ke Shu, Jonas Fischer, et al.2026
  86. DialDefer: A Framework for Detecting and Mitigating LLM Dialogic DeferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Parisa Rabbani, Priyam Sahoo, Ruben Mathew, et al.2026
  87. Do Emotions Influence Moral Judgment in Large Language Models?Findings of the Association for Computational LinguisticsMohammad Saim, Tianyu Jiang2026
  88. Does Chain-of-Thought Reasoning Help Mobile GUI Agents? An Empirical StudyFindings of the Association for Computational LinguisticsLi Zhang, Longxi Gao, Mengwei Xu2026
  89. Does RLVR Extend Reasoning Boundaries? Investigating Capability Expansion in Vision-Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Minghe Shen, Zhuo Zhi, Chonghan Liu, et al.2026
  90. Don't Tell the Answer, Truly Guide the Reasoning During RL RolloutsFindings of the Association for Computational LinguisticsXinyi Wang, Jinyi Han, Zishang Jiang, et al.2026
  91. DORA: A Dual-Objective Reinforcement Learning Framework for Effective and Efficient Multimodal Agentic SearchAnnual Meeting of the Association for Computational Linguistics (ACL)Guangming Qin, Yuhao Deng, Yukun Zhao, et al.2026
  92. DOS: Dependency-Oriented Sampler for Masked Diffusion Language ModelsFindings of the Association for Computational LinguisticsXueyu Zhou, Yangrong Hu, Jian Huang2026
  93. E-ViC: Reasoning Beyond Text via Embodied Visual Chain for Spatial IntelligenceAnnual Meeting of the Association for Computational Linguistics (ACL)Junbo Qi, Yi Zhang, Hanchu Ni, et al.2026
  94. EduMARS: Can Vision-Language Models Grade Like Teachers? Benchmarking Multimodal, Rubric-Based Assessment on Chinese K-12 AnswersFindings of the Association for Computational LinguisticsXuan Zhao, Jiashun Chen, Wanting xu, et al.2026
  95. Efficient KL Divergence Estimation via Truncated Top-K Integration for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Xinyuan Wang, Luozhijie Jin, Bo Wang, et al.2026
  96. Enhancing LLM-based Search Agents via Contribution Weighted Group Relative Policy OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL)Junzhe Wang, Zhiheng Xi, Yajie Yang, et al.2026
  97. EntroBench: Evaluating LLM Watermarking Under Multi-Entropy Scenarios and Practical User OperationsFindings of the Association for Computational LinguisticsPengyuan Qin, Linnan Tu, Yuhan Ke, et al.2026
  98. Entropy Scheduling in Reinforcement Learning for Large Language ModelsFindings of the Association for Computational LinguisticsXingjin Wang, Howe Tissue, Lu Wang, et al.2026
  99. Escaping the Sisyphus Dilemma: Experience Replay for Robust Text-to-Optimization ModelingFindings of the Association for Computational LinguisticsWantong Xie, Yinghao Chen, Yi-Xiang Hu, et al.2026
  100. ETR: Entropy Trend Reward for Efficient Chain-of-Thought ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Xuan Xiong, Huan Liu, Li Gu, et al.2026

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