🧑‍🔬 Who cites Chong Luo

248 citations of their works from 248 papers of our library (of the 149,439 whose bibliographies we read) · 81 with a page here, the most cited first · ← Chong Luo

1. Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement LearningarXiv:2503.09516Bowen Jin, Hansi Zeng, Zhenrui Yue, et al.2025 · 322 citations
2. Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language ModelsScience China Information SciencesQiguang Chen, Libo Qin, Jinhao Liu, et al.2025 · 176 citations
3. From System 1 to System 2: A Survey of Reasoning Large Language ModelsarXiv:2502.17419Zhong-Zhi Li, Duzhen Zhang, Ming-Liang Zhang, et al.2025 · 165 citations
4. SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the WildarXiv:2503.18892Weihao Zeng, Yuzhen Huang, Qian Liu, et al.2025 · 154 citations
5. Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base ModelConference on Neural Information Processing Systems (NeurIPS)Jingcheng Hu, Yinmin Zhang, Qi Han, et al.2025 · 128 citations
6. REINFORCE++: Stabilizing Critic-Free Policy Optimization with Global Advantage NormalizationarXiv:2501.03262Jian Hu, Jason Klein Liu, Haotian Xu, et al.2025 · 104 citations
7. ToolRL: Reward is All Tool Learning NeedsarXiv:2504.13958Cheng Qian, Emre Can Acikgoz, Qi He, et al.2025 · 94 citations
8. A Survey on Test-Time Scaling in Large Language Models: What, How, Where, and How Well?arXiv:2503.24235Qiyuan Zhang, Fuyuan Lyu, Zexu Sun, et al.2025 · 79 citations
9. WebThinker: Empowering Large Reasoning Models with Deep Research CapabilityConference on Neural Information Processing Systems (NeurIPS)Xiaoxi Li, Jiajie Jin, Guanting Dong, et al.2025 · 72 citations
10. Absolute Zero: Reinforced Self-play Reasoning with Zero DataConference on Neural Information Processing Systems (NeurIPS)Andrew Zhao, Yiran Wu, Yang Yue, et al.2025 · 57 citations
11. Spurious Rewards: Rethinking Training Signals in RLVRarXiv:2506.10947Rulin Shao, Shuyue Stella Li, Rui Xin, et al.2025 · 53 citations
12. Stop Looking for “Important Tokens” in Multimodal Language Models: Duplication Matters MoreConference on Empirical Methods in Natural Language Processing (EMNLP)Zichen Wen, Yifeng Gao, Shaobo Wang, et al.2025 · 44 citations
13. StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy OptimizationConference on Empirical Methods in Natural Language Processing (EMNLP)Xuhui Zheng, Kang An, Ziliang Wang, et al.2025 · 19 citations
14. VerIF: Verification Engineering for Reinforcement Learning in Instruction FollowingConference on Empirical Methods in Natural Language Processing (EMNLP)Hao Peng, Yunjia Qi, Xiaozhi Wang, et al.2025 · 18 citations
15. Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal CausesConference on Empirical Methods in Natural Language Processing (EMNLP)Mingyang Wang, Lukas Lange, Heike Adel, et al.2025 · 16 citations
16. Arctic-Text2SQL-R1: Simple Rewards, Strong Reasoning in Text-to-SQLFindings of the Association for Computational LinguisticsZhewei Yao, Guoheng Sun, Łukasz Borchmann, et al.2026 · 15 citations
17. QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement LearningarXiv:2505.17667Fanqi Wan, Weizhou Shen, Shengyi Liao, et al.2025 · 13 citations
18. Distilling LLM Agent into Small Models with Retrieval and Code ToolsarXiv:2505.17612Minki Kang, Jongwon Jeong, Seanie Lee, et al.2025 · 11 citations
19. SciVer: Evaluating Foundation Models for Multimodal Scientific Claim VerificationAnnual Meeting of the Association for Computational Linguistics (ACL)Chengye Wang, Yifei Shen, Zexi Kuang, et al.2025 · 11 citations
20. SoundMind: RL-Incentivized Logic Reasoning for Audio-Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Xingjian Diao, Chunhui Zhang, Keyi Kong, et al.2025 · 11 citations
21. SSR-Zero: Simple Self-Rewarding Reinforcement Learning for Machine TranslationFindings of the Association for Computational LinguisticsWenjie Yang, Mao Zheng, Mingyang Song, et al.2026 · 10 citations
22. Nemotron-CrossThink: Scaling Self-Learning beyond Math ReasoningConference of the European Chapter of the Association for Computational Linguistics (EACL)Syeda Nahida Akter, Shrimai Prabhumoye, Matvei Novikov, et al.2026 · 9 citations
23. 100 Days After DeepSeek-R1: A Survey on Replication Studies and More Directions for Reasoning Language ModelsarXiv:2505.00551Chong Zhang, Yue Deng, Xiang Lin, et al.2025 · 9 citations
24. AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific ResearchAnnual Meeting of the Association for Computational Linguistics (ACL)Yilun Zhao, Weiyuan Chen, Zhijian Xu, et al.2025 · 9 citations
25. VisualWebInstruct: Scaling up Multimodal Instruction Data through Web SearchConference on Empirical Methods in Natural Language Processing (EMNLP)Yiming Jia, Jiachen Li, Xiang Yue, et al.2025 · 9 citations
26. Hearing to Translate: The Effectiveness of Speech Modality Integration into LLMsTransactions of the Association for Computational Linguistics (TACL)Sara Papi, Javier Garcia Gilabert, Zachary Hopton, et al.2026 · 7 citations
27. Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Wenbin Hu, Haoran Li, Huihao Jing, et al.2025 · 7 citations
28. NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Wei Liu, Siya Qi, Xinyu Wang, et al.2025 · 7 citations
29. OASIS: A Multilingual and Multimodal Dataset for Culturally Grounded Spoken Visual QAarXiv:2510.06371Firoj Alam, Ali Ezzat Shahroor, Md. Arid Hasan, et al.2025 · 6 citations
30. KnowRL: Exploring Knowledgeable Reinforcement Learning for FactualityAnnual Meeting of the Association for Computational Linguistics (ACL)Baochang Ren, Shuofei Qiao, Ningyu Zhang, et al.2026 · 5 citations
31. Learning to Optimize Multi-Objective Alignment Through Dynamic Reward WeightingTransactions of the Association for Computational Linguistics (TACL)Yining Lu, Zilong Wang, Shiyang Li, et al.2026 · 4 citations
32. Select2Reason: Efficient Instruction-Tuning Data Selection for Long-CoT ReasoningFindings of the Association for Computational LinguisticsCehao Yang, Xueyuan Lin, Xiaojun Wu, et al.2026 · 4 citations
33. Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Xuanyu Lei, Chenliang Li, Yuning Wu, et al.2026 · 4 citations
34. STReasoner: Empowering LLMs for Spatio-Temporal Reasoning in Time Series via Spatial-Aware Reinforcement LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Juntong Ni, Shiyu Wang, Qi He, et al.2026 · 3 citations
35. StressTest: Can YOUR Speech LM Handle the Stress?Findings of the Association for Computational LinguisticsIddo Yosha, Gallil Maimon, Yossi Adi2026 · 3 citations
36. LuxInstruct: A Cross-Lingual Instruction Tuning Dataset For LuxembourgisharXiv:2510.07074Fred Philippy, Laura Bernardy, Siwen Guo, et al.2025 · 3 citations
37. Differentially Private Synthetic Text Generation for Retrieval-Augmented Generation (RAG)Findings of the Association for Computational LinguisticsJunki Mori, Kazuya Kakizaki, Taiki Miyagawa, et al.2026 · 2 citations
38. Think How to Think: Mitigating Overthinking with Autonomous Difficulty Cognition in Large Reasoning ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Yongjiang Liu, Haoxi Li, Xiaosong Ma, et al.2026 · 2 citations
39. AraVQA: Building a New Arabic Factoid Visual Question Answering Dataset from WikipediaAnnual Meeting of the Association for Computational Linguistics (ACL)Sultan Alrowili, Younes Samih, Abed Alhakim Freihat, et al.2026 · 1 citation
40. Bias in the Ear of the Listener: Assessing Sensitivity in Audio Language Models Across Linguistic, Demographic, and Positional VariationsFindings of the Association for Computational LinguisticsSheng-Lun Wei, Yu-Ling Liao, Yen-Hua Chang, et al.2026 · 1 citation
41. BSC's Submission to the Instruction Following Track of IWSLT 2026International Conference on Spoken Language Translation (IWSLT)Oriol Pareras, Joan Llado, Pol Buitrago, et al.2026 · 1 citation
42. Chart-RL: Generalized Chart Comprehension via Reinforcement Learning with Verifiable RewardsWorkshop on Structured Understanding, Retrieval, and Generation in the LLM EraXin Zhang, Xingyu Li, Rongguang Wang, et al.2026 · 1 citation
43. FBK's Long-form SpeechLLMs for IWSLT 2026 Instruction FollowingInternational Conference on Spoken Language Translation (IWSLT)Zhihang Xie, Marco Gaido, Sara Papi, et al.2026 · 1 citation
44. MUSCAT: MUltilingual, SCientific ConversATion BenchmarkLanguage Resources and Evaluation Conference (LREC)Supriti Sinhamahapatra, Thai-Binh Nguyen, Yiğit Oğuz, et al.2026 · 1 citation
45. RotBench: Evaluating Multi-modal Large Language Models on Identifying Image RotationConference of the European Chapter of the Association for Computational Linguistics (EACL)Tianyi Niu, Jaemin Cho, Elias Stengel-Eskin, et al.2026 · 1 citation
46. Synthia: Scalable Grounded Persona Generation from Social Media DataAnnual Meeting of the Association for Computational Linguistics (ACL)Vahid Rahimzadeh, Erfan Moosavi Monazzah, Mohammad Taher Pilehvar, et al.2026 · 1 citation
47. Truth or Mirage? Towards End-To-End Factuality Evaluation with LLM-O asisComputational LinguisticsAlessandro Scirè, Andrei Stefan Bejgu, Simone Tedeschi, et al.2026 · 1 citation
48. English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLMarXiv:2509.02915Taekyung Ahn, Hosung Nam2025 · 1 citation
49. AdapThink: Adaptive Thinking Preferences for Reasoning Language ModelsFindings of the Association for Computational LinguisticsWenyue Xu, Xu Wan, Wei Wang, et al.2026
50. AppTek Call-Center Dialogues: A Multi-Accent Long-Form Benchmark for English ASRarXiv:2604.27543Eugen Beck, Sarah Beranek, Uma Moothiringote, et al.2026
51. Ask Me Again Differently: GRAS for Measuring Bias in Vision Language Models on Gender, Race, Age, and Skin ToneFindings of the Association for Computational LinguisticsShaivi Malik, Hasnat Md Abdullah, Sriparna Saha, et al.2026
52. 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
53. 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
54. Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural AlignmentAnnual Meeting of the Association for Computational Linguistics (ACL)Bryan Chen Zhengyu Tan, Zhengyuan Liu, Xiaoyuan Yi, et al.2026
55. Can Small LLMs Learn a Robust Theory of Mind via RLVR? Investigating Generalization through the False-Belief TaskFindings of the Association for Computational LinguisticsSneheel Sarangi, Hanan Salam2026
56. CIS-BWE: Chaos-Informed Speech Bandwidth ExtensionAnnual Meeting of the Association for Computational Linguistics (ACL)Tarikul Islam Tamiti, Tonmoy Das, Nursadul Mamun, et al.2026
57. Comparing and Modeling Argumentation in German Political Communication across ArenasarXiv:2608.00288Nina Vikhrova, Johannes Kuhling, Sebastian Haunss, et al.2026
58. 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
59. Detecting What Queries Seek: Steering LLM Safety with FFN Output Activation MonitoringAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaohao Luo, Ying Wei, Rui Zhao2026
60. Evaluating Discriminability of Vision-Language ModelsLanguage Resources and Evaluation Conference (LREC)Masayasu Muraoka, Naoaki Okazaki2026
61. Finding Sense in Nonsense with Generated Contexts: Perspectives from Humans and Language ModelsJoint Conference on Lexical and Computational Semantics (*SEM)Katrina Olsen, Sebastian Padó2026
62. Generalization in Graph Reasoning: A Systematic Comparison of LLM Training ApproachesWorkshop on Structured Understanding, Retrieval, and Generation in the LLM EraSola Shirai, Kavitha Srinivas, Julian Dolby, et al.2026
63. GenesisFunc: Multi-Agent Data Generation for Accurate and Generalizable Function-CallingAnnual Meeting of the Association for Computational Linguistics (ACL)Hao-Xiang Xu, Chong Deng, Jiaqing Liu, et al.2026
64. HalluAudio: A Comprehensive Benchmark for Hallucination Detection in Large Audio-Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Feiyu Zhao, Yiming Chen, Wenhuan Lu, et al.2026
65. 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
66. Leave My Images Alone: Preventing Multi-Modal Large Language Models from Analyzing Images via Visual Prompt InjectionAnnual Meeting of the Association for Computational Linguistics (ACL)Zedian Shao, Hongbin Liu, Yuepeng Hu, et al.2026
67. LLM-VA: Resolving the Jailbreak-Overrefusal Trade-off via Vector AlignmentAnnual Meeting of the Association for Computational Linguistics (ACL)Haonan Zhang, Dongxia Wang, Yi Liu, et al.2026
68. MASA: A Novel Multimodal Foundation Model for L2 Speaking Assessment in Picture-description ScenariosLanguage Resources and Evaluation Conference (LREC)Bi-Cheng Yan, Fu-An Chao, Hong-Yun H.Y. Lin, et al.2026
69. RABIT: Rationale-Based Distillation Towards Interpretable Automatic Speaking Assessment via a Small Language ModelWorkshop on Innovative Use of NLP for Building Educational Applications (BEA)Bi-Cheng Yan, Hong-Yun Lin, Fu-An Chao, et al.2026
70. RSA-Bench: Benchmarking Audio Large Models in Real-World Acoustic ScenariosFindings of the Association for Computational LinguisticsYibo Zhang, Kaiwen Luo, Liang Lin, et al.2026
71. SATQuest: A Verifier for Logical Reasoning Evaluation and Reinforcement Fine-Tuning of LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Yanxiao Zhao, Yaqian Li, Zihao Bo, et al.2026
72. Shorten After You're Right: Lazy Length Penalties for Reasoning RLFindings of the Association for Computational LinguisticsDanlong Yuan, Tian Xie, Shaohan Huang, et al.2026
73. Speech-Hands: A Self-Reflection Voice Agentic Approach to Speech Recognition and Audio Reasoning with Omni PerceptionAnnual Meeting of the Association for Computational Linguistics (ACL)Zhen Wan, Chao-Han Huck Yang, Jinchuan Tian, et al.2026
74. STRUDEL: Unrolling a Benchmark for Evaluating Vision-Language Models on Structured Diagram Understanding across DomainsLanguage Resources and Evaluation Conference (LREC)Daniel Steinigen, Lucie Flek, Sebastian Houben2026
75. Subtitle-Aligned Fine-Tuning of Whisper for Swiss German ASR: Benchmark Contamination, Convention Mismatch, and an Honest Baseline at 25.6% WER (13.8% cWER)arXiv:2606.07608Felix Akeret2026
76. The Sonar Moment: An Audio Geo-Localization Benchmark for Audio-Language ModelsFindings of the Association for Computational LinguisticsRuixing Zhang, Zihan Liu, Leilei Sun, et al.2026
77. Thesis Proposal: Multimodal Benchmark for Music Understanding in Large Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL)Tomáš Sourada2026
78. Too Nice to Tell the Truth: Quantifying Agreeableness-Driven Sycophancy in Role-Playing Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Arya Shah, Deepali Mishra, Chaklam Silpasuwanchai2026
79. When English Isn't the Best Teacher: Source Language Effects in Cross-Lingual In-Context LearningWorkshop on Multilinguality in the Era of Large Language ModelsFred Philippy, Siwen Guo, Jacques Klein, et al.2026
80. WinoQueer-NL: Assessing Bias in Dutch Language Models toward LGBTQ+ IdentitiesarXiv:2609.02651Jiska Beuk, Gerasimos Spanakis2026
81. Generating Questions Under Discussion with Reinforcement Learning using Ranking and Scoring for Reward and EvaluationFindings of the Association for Computational LinguisticsKelvin Han, Claire Gardent2025

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