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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 7 of 8 · 601–700 · ← Hunter Lightman

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  1. Eval-RAR: Evaluation-Driven Retrieval-Augmented Reasoning via Reinforcement LearningFindings of the Association for Computational LinguisticsHeng Yu, Rui Li, Qi Liu, et al.2026
  2. Evaluating the Effect of Question Wording Variations on Answer Consistency in Large Language ModelsLanguage Resources and Evaluation Conference (LREC)Junya Takayama, Masaya Ohagi, Tomoya Mizumoto, et al.2026
  3. Evaluation of Paralinguistic-Aware Spoken Dialogue Systems using Next-Utterance ClassificationAnnual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)Kouki Miyazawa, Yoshinao Sato2026
  4. Exploiting Tree Structure for Credit Assignment in Reinforcement Learning with Large Language ModelsFindings of the Association for Computational LinguisticsHieu Tran, Zonghai Yao, Hong yu2026
  5. Exploration-Exploitation Reshaping towards Efficient Reasoning for Large Language ModelsFindings of the Association for Computational LinguisticsYufeng Shi, Weilin Luo, Yuxiang Zhang, et al.2026
  6. Failure Modes in Multi-Hop QA: The Weakest Link Effect and the Recognition BottleneckAnnual Meeting of the Association for Computational Linguistics (ACL)Meiru Zhang, Zaiqiao Meng, Nigel Collier2026
  7. FAQ: Mitigating Quantization Error via Regenerating Calibration Data with Family-Aware QuantizationFindings of the Association for Computational LinguisticsHaiyang Xiao, Weiqing Li, Jinyue Guo, et al.2026
  8. FeedTrans: Enhance Machine Translation via FeedbackTransactions of the Association for Computational Linguistics (TACL)Zengkui Sun, Jiali Zeng, Jiaan Wang, et al.2026
  9. Follow the Path: Reasoning over Knowledge Graph Paths to Improve Large Language Model FactualityFindings of the Association for Computational LinguisticsMike Zhang, Johannes Bjerva, Russa Biswas2026
  10. Format-Adapter: Improving Reasoning Capability of LLMs by Adapting Suitable FormatFindings of the Association for Computational LinguisticsDingzirui Wang, Xuanliang Zhang, Rongyu Cao, et al.2026
  11. From Answers to Arguments: Toward Trustworthy Clinical Diagnostic Reasoning with Toulmin-Guided Curriculum Goal-Conditioned LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Chen Zhan, Xiaoyu Tan, Gengchen Ma, et al.2026
  12. From AR to Diffusion: Efficiently Adapting Large Language Models with Strictly Causal and Elastic HorizonsAnnual Meeting of the Association for Computational Linguistics (ACL)Xiangyu Ma, Teng Xiao, Zuchao Li, et al.2026
  13. From Form to Logic: Masked Reconstruction and Reasoning Distillation for Short Video Fake News DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Qingyan Wang, Lianwei Wu, Botao Wang, et al.2026
  14. From Propositional to Perceptual Asymmetry: Extending FPO to Asymmetric Partial Information DialogueAnnual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)Yifan Zhu, Kyeongmin Rim, James Pustejovsky2026
  15. From Tokens to Steps: Verification-Aware Speculative Decoding for Efficient Multi-Step ReasoningFindings of the Association for Computational LinguisticsKiran Purohit, Ramasuri Narayanam, Soumyabrata Pal2026
  16. Gender Disparities in LLM-Based Intimate Partner Violence DetectionWorkshop on Natural Language Processing and Computational Social ScienceTabia Tanzin Prama, Mikaela Irene Fudolig, Abigail M. Crocker, et al.2026
  17. Generalizable LLM Learning of Graph Synthetic Data with Post-training AlignmentFindings of the Association for Computational LinguisticsYizhuo Zhang, Heng Wang, Shangbin Feng, et al.2026
  18. Generative Gamer: Learning Equilibrium Strategy by LLM-driven Dynamic DeductionAnnual Meeting of the Association for Computational Linguistics (ACL)Yadong Zhang, Xinshu Shen, Yupei Ren, et al.2026
  19. Good Reasoning Makes Good Demonstrations: Implicit Reasoning Quality Supervision via In-Context Reinforcement LearningFindings of the Association for Computational LinguisticsTiehua Mei, Minxuan Lv, Leiyu Pan, et al.2026
  20. Grammar Search for Multi-Agent SystemsAnnual Meeting of the Association for Computational Linguistics (ACL)Mayank Singh, Vikas Yadav, Shiva Krishna Reddy Malay, et al.2026
  21. Graph-Augmented LLMs for Swiss MP Ideology PredictionEdition of the Swiss Text Analytics ConferenceYifei Yuan, Luis Salamanca, Sophia Schlosser, et al.2026
  22. GSM-Noise: Exploring and Enhancing Large Language Models' Reasoning under Noisy InputsFindings of the Association for Computational LinguisticsZhengxin Zhang, Chengyu Huang, Xufu Liu, et al.2026
  23. HeteroCache: A Dynamic Retrieval Approach to Heterogeneous KV Cache Compression for Long-Context LLM InferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Zhiyuan Shi, Qibo Qiu, Xuefeng, et al.2026
  24. How Adversarial Environments Mislead Agentic AI?Findings of the Association for Computational LinguisticsZhonghao Zhan, Huichi Zhou, Zhenhao Li, et al.2026
  25. How to Train a Real-World Silicon Concierge? Internalizing Complex Business Workflow to Only OneModelAnnual Meeting of the Association for Computational Linguistics (ACL)Yongqi Tong, Xiaoyun Feng, Lyuxin Xue, et al.2026
  26. IndigiEval: Evaluating LLMs in North American Indigenous LanguagesWorkshop on NLP for Indigenous Languages of the Americas (AmericasNLP)Julia Mainzinger, Jacqueline Brixey2026
  27. Inflated Excellence or True Performance? Rethinking Medical Diagnostic Benchmarks with Dynamic EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL)Xiangxu Zhang, Lei Li, Yanyun Zhou, et al.2026
  28. InstructDiff: Domain-Adaptive Data Selection via Contrastive Entropy for Efficient LLM Fine-TuningAnnual Meeting of the Association for Computational Linguistics (ACL)Junyou Su, He Zhu, Xiao Luo, et al.2026
  29. Investigating Cross-Modal Skill Injection: Scenarios, Methods, and HyperparametersAnnual Meeting of the Association for Computational Linguistics (ACL)Zhiyu Xu, Lean Wang, Yuanxin Liu, et al.2026
  30. Investigating More Explainable and Partition-Free Compositionality Estimation for LLMs: A Rule-Generation PerspectiveAnnual Meeting of the Association for Computational Linguistics (ACL)Ziyao Xu, Cong Wang, Houfeng Wang2026
  31. IPS: In-Prompt Process Supervision for Short Video Content ModerationAnnual Meeting of the Association for Computational Linguistics (ACL)Mingchao Liu, Yu Sun, Ruixiao Sun, et al.2026
  32. Joint Optimization of Training Data and Policy in RLHFFindings of the Association for Computational LinguisticsZhuohao Yu, Jiali Zeng, Weizheng Gu, et al.2026
  33. JointCQ: Improving Factual Hallucination Detection with Joint Claim and Query GenerationFindings of the Association for Computational LinguisticsFan Xu, Huixuan Zhang, Zhenliang Zhang, et al.2026
  34. JudgeMeNot: Personalizing Large Language Models to Emulate Judicial Reasoning in HebrewItay Razumenko, Arnon Sturm, Nir Grinberg2026
  35. KCLarity at SemEval-2026 Task 6: Encoder and Zero-Shot Approaches to Political Evasion DetectionInternational Workshop on Semantic Evaluation (SemEval)Archie Sage, Salvatore Greco2026
  36. KGRxn-LLM: Knowledge Graph Enhanced Large Language Models for Molecular Reaction ReasoningBioNLPWeichen Liu, Qiyao Xue, Yuyang Wu, et al.2026
  37. KisMATH: Do LLMs Have Knowledge of Implicit Structures in Mathematical Reasoning?Transactions of the Association for Computational Linguistics (TACL)Soumadeep Saha, Akshay Chaturvedi, Saptarshi Saha, et al.2026
  38. Knowledge Poisoning Attacks on Medical Multi-Modal Retrieval-Augmented GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Peiru Yang, Haoran Zheng, Tong Ju, et al.2026
  39. Knowledge-to-Verification: Exploring RLVR for LLMs in Knowledge-Intensive DomainsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhonghang Yuan, Zhefan Wang, Fang Hu, et al.2026
  40. KnowledgeBerg: Evaluating Systematic Knowledge Coverage and Compositional Reasoning in Large Language ModelsFindings of the Association for Computational LinguisticsXiao Zhang, Qianru Meng, Yongjian Chen, et al.2026
  41. Language Effects in Text-to-SQL Across English and PortugueseInternational Conference on Computational Processing of PortugueseLucas Nobre, Suele Sousa, Savio Teles, et al.2026
  42. Learning from Cognition: Enhancing RL Efficiency for LLM Reasoning via Hierarchical Metacognitive Decomposition and RefinementAnnual Meeting of the Association for Computational Linguistics (ACL)Zexu Sun, Yongcheng Zeng, Erxue Min, et al.2026
  43. Learning to Translate by Translating: Stabilizing the Dual Loop via Semantic-Aware Self-EvolutionFindings of the Association for Computational LinguisticsKui Liu, Mingming Yin, Zuoli Tang, et al.2026
  44. LEDOM: Reverse Language ModelAnnual Meeting of the Association for Computational Linguistics (ACL)Xunjian Yin, Sitao Cheng, Yuxi Xie, et al.2026
  45. LLM-FK: Multi-Agent LLM Reasoning for Foreign Key Detection in Large-Scale Complex DatabasesFindings of the Association for Computational LinguisticsZijian Tang, Ying Zhang, Sibo Cai, et al.2026
  46. Making Synthetic Questions More Child-Directed: Prompting and Sampling EffectsWorkshop on Computational Developmental Linguistics (CDL)Whitney Poh, Michael Tombolini, Libby Barak2026
  47. Market-Bench: Benchmarking Large Language Models on Economic and Trade CompetitionAnnual Meeting of the Association for Computational Linguistics (ACL)Yushuo Zheng, Huiyu Duan, Zicheng Zhang, et al.2026
  48. MavenCoder: Competitive Code Generation via Model Adaptive Planning Strategies and Multi-Perspective Verification EnhancementAnnual Meeting of the Association for Computational Linguistics (ACL)ZhenChun Xu, Yi Cai, Dajun Zheng, et al.2026
  49. MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhan Qu, Michael Färber2026
  50. MERIT Feedback Elicits Better Bargaining in LLM NegotiatorsAnnual Meeting of the Association for Computational Linguistics (ACL)Jihwan Oh, Murad Aghazada, Yooju Shin, et al.2026
  51. Merlin's Whisper: Enabling Efficient Reasoning in Large Language Models via Black-box Persuasive PromptingAnnual Meeting of the Association for Computational Linguistics (ACL)Heming Xia, Cunxiao Du, Rui Li, et al.2026
  52. Mixture-of-Minds: Multi-Agent Reinforcement Learning for Table UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL)Yuhang Zhou, Mingrui Zhang, Ke Li, et al.2026
  53. MonCulture-Eval: A Hierarchical Benchmark for Evaluating Mongolian Cultural Capabilities of Large Language Models across Scripts and RegionsFindings of the Association for Computational LinguisticsQuulgan Minggad, Xiao Zinan, Yuan Sun2026
  54. mSCoRe: A Multilingual and Scalable Benchmark for Skill-based Commonsense ReasoningLanguage Resources and Evaluation Conference (LREC)Nghia Trung Ngo, Franck Dernoncourt, Thien Huu Nguyen2026
  55. MTP-RL: Acceleration of Reinforcement Learning Rollouts with Policy-Aligned Multi-Token PredictionFindings of the Association for Computational LinguisticsKe Wang, Aohan Zeng, Zhengxiao Du, et al.2026
  56. MTR-Suite: A Framework for Evaluating and Synthesizing Conversational Retrieval BenchmarksAnnual Meeting of the Association for Computational Linguistics (ACL)Junhao Ruan, Abudukeyumu Abudula, Bei Li, et al.2026
  57. Multilingual Chain-of-Thought Compression via Cross-Lingual DistillationWorkshop on Multilinguality in the Era of Large Language ModelsJiarui Wan, Songming Zhang, Yufeng Chen2026
  58. Multimodal LLMs Do Not Compose Skills Optimally across ModalitiesLanguage Resources and Evaluation Conference (LREC)Paula Ontalvilla, Aitor Ormazabal, Gorka Azkune2026
  59. MVP: Enhancing Video Large Language Models via Self-supervised Masked Video PredictionAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaokun Sun, Zezhong Wu, Zewen Ding, et al.2026
  60. N-GRPO: Embedding-Level Neighbor Mixing for Enhanced Policy OptimizationFindings of the Association for Computational LinguisticsXukun Zhu, Hang Yu, Peng Di, et al.2026
  61. NaturalGAIA: A Verifiable Benchmark and Hierarchical Framework for Long-Horizon GUI TasksAnnual Meeting of the Association for Computational Linguistics (ACL)Zihan Zheng, Tianle Cui, Taoran Wang, et al.2026
  62. NegNLI-BR: A Brazilian Portuguese Benchmark for Negation in Natural Language InferenceLanguage Resources and Evaluation Conference (LREC)Matheus Westhelle, Viviane Moreira2026
  63. On the Editability of Delta Parameters in Post-Trained ModelsFindings of the Association for Computational LinguisticsQiaoyu Tang, Le Yu, Bowen Yu, et al.2026
  64. OS-Symphony: A Holistic Framework for Robust and Generalist Computer-Using AgentsAnnual Meeting of the Association for Computational Linguistics (ACL)Bowen Yang, Kaiming Jin, Zhenyu Wu, et al.2026
  65. Output-Space Search: Targeting LLM Generations in a Frozen Encoder-Defined Output SpaceWorkshop on Structured Understanding, Retrieval, and Generation in the LLM EraTobias Materzok2026
  66. Over-Searching in Search-Augmented Large Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL)Roy Xie, Deepak Gopinath, David Qiu, et al.2026
  67. PARIF: Pushing the Pareto Frontier of Instruction Following and Reasoning with Curriculum Reinforcement LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Rongchuan Mu, Zexin Wang, Qianyu Wang, et al.2026
  68. Pause or Fabricate? Training Language Models for Grounded ReasoningFindings of the Association for Computational LinguisticsYiwen Qiu, Linjuan Wu, Yizhou Liu, et al.2026
  69. PExA: Parallel Exploration Agent for Complex Text-to-SQLAnnual Meeting of the Association for Computational Linguistics (ACL)Tanmay Parekh, Ella Hofmann-Coyle, Shuyi Wang, et al.2026
  70. Policy-Guided Stepwise Action Planning for Controllable LLM ReasoningFindings of the Association for Computational LinguisticsJianpeng Zhou, Qisheng Hu, Jiahai Wang, et al.2026
  71. Polimi at CRF Filling 2026: Prompt-Based Information Extraction from Italian Clinical NotesWorkshop on Patient-Oriented Language Processing @ LRECVittorio Torri, Francesca Ieva2026
  72. PRIME: A Process-Outcome Alignment Benchmark for Verifiable Reasoning in Mathematics and EngineeringAnnual Meeting of the Association for Computational Linguistics (ACL)Xiangfeng Wang, Hangyu Guo, Yanlin Lai, et al.2026
  73. PROBE: PROcess-Based BEnchmark for Hallucination DetectionFindings of the Association for Computational LinguisticsYu Zhang, Peter Belcak, Shizhe Diao, et al.2026
  74. ProBel: Propaganda Detection with Techniques, Spans, and ExplanationsarXiv:2608.22388Mohamed Bayan Kmainasi, Ali Ezzat Shahroor, Elisa Sartori, et al.2026
  75. Proficiency-Controlled Text Simplification in European Portuguese: A Preliminary Study using Prompting ApproachesJoint Workshop on Readability and Text Simplification (READIxTSAR) @ LRECEugénio Ribeiro, David Antunes, Nuno Mamede, et al.2026
  76. Protecting Language Models Against Unauthorized Distillation through Trace RewritingAnnual Meeting of the Association for Computational Linguistics (ACL)Xinhang Ma, William Yeoh, Ning Zhang, et al.2026
  77. Pru-CoT: Towards Efficient Reasoning Distillation via Pruning Chain-of-ThoughtFindings of the Association for Computational LinguisticsHan Liu, Shuotian Ma, Hui Li, et al.2026
  78. Quality-Conditioned Agreement in Automated Short Answer Scoring: Mid-Range Degradation and the Impact of Task-Specific AdaptationWorkshop on Innovative Use of NLP for Building Educational Applications (BEA)Abigail Gurin Schleifer, Moriah Ariely, Beata Beigman Klebanov, et al.2026
  79. QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Songxin Qu, Tai-Ping Sun, Yun-Jie Wang, et al.2026
  80. RADO: Reasoning Audit-Driven Optimization for Rigorous Reasoning in High-Stakes DomainsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhijie Tan, Xu Chu, Guanyu Wang, et al.2026
  81. ReActR: Reasoning through Error-Activated Reflection for LLM Post-TrainingAnnual Meeting of the Association for Computational Linguistics (ACL)Lina Sun2026
  82. ReasMark: A Robust Watermark for Attributing LLM Reasoning Under Knowledge Distillation AttacksAnnual Meeting of the Association for Computational Linguistics (ACL)Peizhuo Lv, Ruihua Zhou, Yunpeng Li, et al.2026
  83. Reason-KE++: Aligning the Process, Not Just the Outcome, for Faithful LLM Knowledge EditingFindings of the Association for Computational LinguisticsYuchen Wu, Liang Ding, Li Shen, et al.2026
  84. ReasonAny: Incorporating Reasoning Capability to Any Model via Simple and Effective Model MergingAnnual Meeting of the Association for Computational Linguistics (ACL)Junyao Yang, Chen Qian, Wen Shen, et al.2026
  85. Reasoning as Gradient: Scaling MLE Agents Beyond Tree SearchFindings of the Association for Computational LinguisticsYifei Zhang, Xu Yang, Xiao Yang, et al.2026
  86. Reasoning-Aware AIGC Detection via Alignment and ReinforcementFindings of the Association for Computational LinguisticsZhao Wang, Max Xiong, Jianxun Lian, et al.2026
  87. Reference-Free Schema Generation for Literature Review Tables via Multi-Faceted RewardsAnnual Meeting of the Association for Computational Linguistics (ACL)Sinjoy Saha, Suman Saha, Mahfuza Farooque, et al.2026
  88. Reflect, Rewrite, Repeat: How Simple Arithmetic Enables Advanced Reasoning in Small Language ModelsFindings of the Association for Computational LinguisticsMengdie Flora Wang, Haochen Xie, Mun Young Kim, et al.2026
  89. ReflectRM: Boosting Generative Reward Models via Self-Reflection within a Unified Judgment FrameworkAnnual Meeting of the Association for Computational Linguistics (ACL)Kai Qin, Liangxin Liu, Yu Liang, et al.2026
  90. Reinforcing Agentic Search Via Reward Density OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL)Kun Luo, Hongjin Qian, Zheng Liu, et al.2026
  91. RELIC: Evaluating Complex Reasoning via the Recognition of Languages In-ContextTransactions of the Association for Computational Linguistics (TACL)Jackson Petty, Michael Y. Hu, Wentao Wang, et al.2026
  92. Revisiting a Pain in the Neck: A Semantic Reasoning Benchmark for Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Yang Liu, Hongming Li, Melissa Xiaohui Qin, et al.2026
  93. Revisiting Entropy Regularization: Adaptive Coefficient Unlocks Its Potential for LLM Reinforcement LearningFindings of the Association for Computational LinguisticsXiaoyun Zhang, Xiaojian Yuan, Di Huang, et al.2026
  94. RiT: Rubrics-in-Thinking Reinforcement Learning for Improved Reasoning in Large Language ModelsFindings of the Association for Computational LinguisticsXiaobin Tian, Shuai Yuan, Muyun Ding, et al.2026
  95. Rose-SQL: Role-State Evolution Guided Structured Reasoning for Multi-Turn Text-to-SQLAnnual Meeting of the Association for Computational Linguistics (ACL)Le Zhou, Feng Yao, Fengcai Qiao, et al.2026
  96. RV-Syn: Rational and Verifiable Mathematical Reasoning Data Synthesis based on Structured Function LibraryFindings of the Association for Computational LinguisticsJiapeng Wang, Jinhao Jiang, Zhiqiang Zhang, et al.2026
  97. R³: End-to-End Reasoning-based Planning for Multi-step Retrosynthesis via Reinforcement LearningAnnual Meeting of the Association for Computational Linguistics (ACL)YiFei Wang, Qizhi Pei, Jiangtao Feng, et al.2026
  98. SalamahBench: Dialect and Category Level Safety Evaluation of Arabic Language ModelsarXiv:2603.04410Omar Abdelnasser, Fatemah Alharbi, Khaled Khasawneh, et al.2026
  99. ScaleBox: Enabling High-Fidelity and Scalable Code Verification for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Jiasheng Zheng, Xin Zheng, Boxi Cao, et al.2026
  100. SD-E2: Semantic Exploration for Reasoning Under Token BudgetsFindings of the Association for Computational LinguisticsKshitij Mishra, Nils Lukas, Salem Lahlou2026

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