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Who cites Mustafa Suleyman

1,631 citations of their works from 1,631 papers of our library (of the 149,439 whose bibliographies we read) · 321 with a page here, the most cited first · page 3 of 4 · 201–300 · ← Mustafa Suleyman

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  1. RA-DIT: Retrieval-Augmented Dual Instruction TuningarXiv:2310.01352Xi Victoria Lin, Xilun Chen, Mingda Chen, et al.2023 · 149 citations
  2. MineDojo: Building Open-Ended Embodied Agents with Internet-Scale KnowledgearXiv:2206.08853Linxi Fan, Guanzhi Wang, Yunfan Jiang, et al.2022 · 149 citations
  3. Multi-XScience: A Large-scale Dataset for Extreme Multi-document Summarization of Scientific ArticlesConference on Empirical Methods in Natural Language Processing (EMNLP)Yao Lu, Yue Dong, Laurent Charlin2020 · 148 citations
  4. Understanding Dataset Design Choices for Multi-hop ReasoningConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jifan Chen, Greg Durrett2019 · 148 citations
  5. Unified Demonstration Retriever for In-Context LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaonan Li, Kai Lv, Hang Yan, et al.2023 · 146 citations
  6. What Have We Achieved on Text Summarization?Conference on Empirical Methods in Natural Language Processing (EMNLP)Dandan Huang, Leyang Cui, Sen Yang, et al.2020 · 143 citations
  7. Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QAAnnual Meeting of the Association for Computational Linguistics (ACL)Yichen Jiang, Mohit Bansal2019 · 143 citations
  8. LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation TasksarXiv:2406.18403Anna Bavaresco, Raffaella Bernardi, Leonardo Bertolazzi, et al.2024 · 141 citations
  9. Exploring the Limits of ChatGPT for Query or Aspect-based Text SummarizationarXiv:2302.08081Xianjun Yang, Yan Li, Xinlu Zhang, et al.2023 · 141 citations
  10. Beat the AI: Investigating Adversarial Human Annotation for Reading ComprehensionTransactions of the Association for Computational Linguistics (TACL)Max Bartolo, Alastair Roberts, Johannes Welbl, et al.2020 · 141 citations
  11. MLVU: Benchmarking Multi-task Long Video UnderstandingIEEE Computer Society Conference on Computer Vision and Pattern RecognitionJunjie Zhou, Yan Shu, Bo Zhao, et al.2024 · 140 citations
  12. Paragraph-level Simplification of Medical TextsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ashwin Devaraj, Iain Marshall, Byron Wallace, et al.2021 · 140 citations
  13. Question Answering by Reasoning Across Documents with Graph Convolutional NetworksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Nicola De Cao, Wilker Aziz, Ivan Titov2019 · 138 citations
  14. SummScreen: A Dataset for Abstractive Screenplay SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Mingda Chen, Zewei Chu, Sam Wiseman, et al.2022 · 136 citations
  15. DRCD: a Chinese Machine Reading Comprehension DatasetarXiv:1806.00920Chih Chieh Shao, Trois Liu, Yuting Lai, et al.2018 · 136 citations
  16. Investigating Prior Knowledge for Challenging Chinese Machine Reading ComprehensionTransactions of the Association for Computational Linguistics (TACL)Kai Sun, Dian Yu, Dong Yu, et al.2019 · 133 citations
  17. Dialogue Act Recognition via CRF-Attentive Structured NetworkarXiv:1711.05568Zheqian Chen, Rongqin Yang, Zhou Zhao, et al.2017 · 133 citations
  18. MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual DataAnnual Meeting of the Association for Computational Linguistics (ACL)Yilun Zhao, Yunxiang Li, Chenying Li, et al.2022 · 128 citations
  19. Better Rewards Yield Better Summaries: Learning to Summarise Without ReferencesConference on Empirical Methods in Natural Language Processing (EMNLP)Florian Böhm, Yang Gao, Christian M. Meyer, et al.2019 · 127 citations
  20. Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error DetectorsAnnual Meeting of the Association for Computational Linguistics (ACL)Liyan Tang, Tanya Goyal, Alex Fabbri, et al.2023 · 126 citations
  21. EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language InferenceAbhilasha Ravichander, Aakanksha Naik, Carolyn Rose, et al.2019 · 123 citations
  22. Making Neural QA as Simple as Possible but not SimplerarXiv:1703.04816Dirk Weissenborn, Georg Wiese, Laura Seiffe2017 · 122 citations
  23. Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated TextarXiv:2401.12070Abhimanyu Hans, Avi Schwarzschild, Valeriia Cherepanova, et al.2024 · 120 citations
  24. LLaVA-Video: Video Instruction Tuning With Synthetic DataarXiv:2410.02713Yuanhan Zhang, Jinming Wu, Wei Li, et al.2024 · 119 citations
  25. Large Language Models are Not Yet Human-Level Evaluators for Abstractive SummarizationFindings of the Association for Computational LinguisticsChenhui Shen, Liying Cheng, Xuan-Phi Nguyen, et al.2023 · 119 citations
  26. ChID: A Large-scale Chinese IDiom Dataset for Cloze TestAnnual Meeting of the Association for Computational Linguistics (ACL)Chujie Zheng, Minlie Huang, Aixin Sun2019 · 119 citations
  27. VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMsarXiv:2406.07476Zesen Cheng, Sicong Leng, Hang Zhang, et al.2024 · 118 citations
  28. Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language ModelarXiv:1912.09637Wenhan Xiong, Jingfei Du, William Yang Wang, et al.2019 · 117 citations
  29. RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective AugmentationarXiv:2310.04408Fangyuan Xu, Weijia Shi, Eunsol Choi2023 · 115 citations
  30. MLSUM: The Multilingual Summarization CorpusConference on Empirical Methods in Natural Language Processing (EMNLP)Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, et al.2020 · 115 citations
  31. Evaluating Prerequisite Qualities for Learning End-to-End Dialog SystemsarXiv:1511.06931Jesse Dodge, Andreea Gane, Xiang Zhang, et al.2015 · 111 citations
  32. TrueTeacher: Learning Factual Consistency Evaluation with Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Zorik Gekhman, Jonathan Herzig, Roee Aharoni, et al.2023 · 106 citations
  33. Statistical Rejection Sampling Improves Preference OptimizationarXiv:2309.06657Tianqi Liu, Yao Zhao, Rishabh Joshi, et al.2023 · 105 citations
  34. HEAD-QA: A Healthcare Dataset for Complex ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)David Vilares, Carlos Gómez-Rodríguez2019 · 105 citations
  35. 100,000 Podcasts: A Spoken English Document CorpusInternational Conference on Computational Linguistics (COLING)Ann Clifton, Sravana Reddy, Yongze Yu, et al.2020 · 104 citations
  36. Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq GenerationFindings of the Association for Computational LinguisticsHeming Xia, Tao Ge, Peiyi Wang, et al.2023 · 103 citations
  37. Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Mingkai Deng, Bowen Tan, Zhengzhong Liu, et al.2021 · 102 citations
  38. The Galactic Dependencies Treebanks: Getting More Data by Synthesizing New LanguagesDingquan Wang, Jason Eisner2016 · 99 citations
  39. Provable Robust Watermarking for AI-Generated TextarXiv:2306.17439Xuandong Zhao, Prabhanjan Ananth, Lei Li, et al.2023 · 98 citations
  40. CommonsenseQA 2.0: Exposing the Limits of AI through GamificationarXiv:2201.05320Alon Talmor, Ori Yoran, Ronan Le Bras, et al.2022 · 94 citations
  41. FineSurE: Fine-grained Summarization Evaluation using LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Hwanjun Song, Hang Su, Igor Shalyminov, et al.2024 · 92 citations
  42. Multiattentive Recurrent Neural Network Architecture for Multilingual Readability AssessmentTransactions of the Association for Computational Linguistics (TACL)Ion Madrazo Azpiazu, Maria Soledad Pera2019 · 92 citations
  43. BERT Busters: Outlier Dimensions that Disrupt TransformersFindings of the Association for Computational LinguisticsOlga Kovaleva, Saurabh Kulshreshtha, Anna Rogers, et al.2021 · 90 citations
  44. Evaluation Metrics in the Era of GPT-4: Reliably Evaluating Large Language Models on Sequence to Sequence TasksConference on Empirical Methods in Natural Language Processing (EMNLP)Andrea Sottana, Bin Liang, Kai Zou, et al.2023 · 89 citations
  45. PRD: Peer Rank and Discussion Improve Large Language Model based EvaluationsarXiv:2307.02762Ruosen Li, Teerth Patel, Xinya Du2023 · 83 citations
  46. HalluLens: LLM Hallucination BenchmarkAnnual Meeting of the Association for Computational Linguistics (ACL)Yejin Bang, Ziwei Ji, Alan Schelten, et al.2025 · 82 citations
  47. Coreference-Aware Dialogue SummarizationAnnual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)Zhengyuan Liu, Ke Shi, Nancy Chen2021 · 81 citations
  48. Out-of-Distribution Detection and Selective Generation for Conditional Language ModelsarXiv:2209.15558Jie Ren, Jiaming Luo, Yao Zhao, et al.2022 · 80 citations
  49. Pragmatically Informative Text GenerationSheng Shen, Daniel Fried, Jacob Andreas, et al.2019 · 78 citations
  50. Benchmarking Large Language Models on Answering and Explaining Challenging Medical QuestionsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hanjie Chen, Zhouxiang Fang, Yash Singla, et al.2025 · 75 citations
  51. Summary of a Haystack: A Challenge to Long-Context LLMs and RAG SystemsConference on Empirical Methods in Natural Language Processing (EMNLP)Philippe Laban, Alexander Fabbri, Caiming Xiong, et al.2024 · 69 citations
  52. A Thorough Examination of Decoding Methods in the Era of LLMsConference on Empirical Methods in Natural Language Processing (EMNLP)Chufan Shi, Haoran Yang, Deng Cai, et al.2024 · 68 citations
  53. On Context Utilization in Summarization with Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Mathieu Ravaut, Aixin Sun, Nancy Chen, et al.2024 · 67 citations
  54. CValues: Measuring the Values of Chinese Large Language Models from Safety to ResponsibilityarXiv:2307.09705Guohai Xu, Jiayi Liu, Ming Yan, et al.2023 · 64 citations
  55. Leveraging Large Language Models for NLG Evaluation: Advances and ChallengesConference on Empirical Methods in Natural Language Processing (EMNLP)Zhen Li, Xiaohan Xu, Tao Shen, et al.2024 · 63 citations
  56. Exploring Different Dimensions of Attention for Uncertainty DetectionConference of the European Chapter of the Association for Computational Linguistics (EACL)Heike Adel, Hinrich Schütze2017 · 63 citations
  57. Chinese Zero Pronoun Resolution with Deep Memory NetworkConference on Empirical Methods in Natural Language Processing (EMNLP)Qingyu Yin, Yu Zhang, Weinan Zhang, et al.2017 · 55 citations
  58. English Machine Reading Comprehension Datasets: A SurveyDaria Dzendzik, Jennifer Foster, Carl Vogel2021 · 54 citations
  59. Harnessing the linguistic signal to predict scalar inferencesSebastian Schuster, Yuxing Chen, Judith Degen2020 · 54 citations
  60. DiscoScore: Evaluating Text Generation with BERT and Discourse CoherenceConference of the European Chapter of the Association for Computational Linguistics (EACL)Wei Zhao, Michael Strube, Steffen Eger2023 · 53 citations
  61. When did you become so smart, oh wise one?! Sarcasm Explanation in Multi-modal Multi-party DialoguesAnnual Meeting of the Association for Computational Linguistics (ACL)Shivani Kumar, Atharva Kulkarni, Md Shad Akhtar, et al.2022 · 51 citations
  62. Extractive Summarization Considering Discourse and Coreference Relations based on Heterogeneous GraphConference of the European Chapter of the Association for Computational Linguistics (EACL)Yin Jou Huang, Sadao Kurohashi2021 · 41 citations
  63. STARC: Structured Annotations for Reading ComprehensionYevgeni Berzak, Jonathan Malmaud, Roger Levy2020 · 39 citations
  64. MACSum: Controllable Summarization with Mixed AttributesTransactions of the Association for Computational Linguistics (TACL)Yusen Zhang, Yang Liu, Ziyi Yang, et al.2023 · 37 citations
  65. Controllable Summarization with Constrained Markov Decision ProcessTransactions of the Association for Computational Linguistics (TACL)Hou Pong Chan, Lu Wang, Irwin King2021 · 34 citations
  66. Pairwise Representation Learning for Event CoreferenceJoint Conference on Lexical and Computational Semantics (*SEM)Xiaodong Yu, Wenpeng Yin, Dan Roth2022 · 31 citations
  67. ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique PipelinearXiv:2404.02893Yifan Xu, Xiao Liu, Xinghan Liu, et al.2024 · 30 citations
  68. Reading Subtext: Evaluating Large Language Models on Short Story Summarization with WritersTransactions of the Association for Computational Linguistics (TACL)Melanie Subbiah, Sean Zhang, Lydia B. Chilton, et al.2024 · 30 citations
  69. Incorporating Syntax and Frame Semantics in Neural Network for Machine Reading ComprehensionInternational Conference on Computational Linguistics (COLING)Shaoru Guo, Yong Guan, Ru Li, et al.2020 · 30 citations
  70. BERT Fine-tuning For Arabic Text SummarizationarXiv:2004.14135Khalid N. Elmadani, Mukhtar Elgezouli, Anas Showk2020 · 29 citations
  71. A Recurrent Neural Model with Attention for the Recognition of Chinese Implicit Discourse RelationsAnnual Meeting of the Association for Computational Linguistics (ACL)Samuel Rönnqvist, Niko Schenk, Christian Chiarcos2017 · 27 citations
  72. Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and modelsarXiv:2005.14709Viktor Schlegel, Goran Nenadic, Riza Batista-Navarro2020 · 24 citations
  73. Multi-tasking Dialogue Comprehension with Discourse ParsingPacific Asia Conference on Language, Information and Computation (PACLIC)Yuchen He, Zhuosheng Zhang, Hai Zhao2021 · 23 citations
  74. HALoGEN: Fantastic LLM Hallucinations and Where to Find ThemAnnual Meeting of the Association for Computational Linguistics (ACL)Abhilasha Ravichander, Shrusti Ghela, David Wadden, et al.2025 · 22 citations
  75. Whodunnit? Crime Drama as a Case for Natural Language UnderstandingTransactions of the Association for Computational Linguistics (TACL)Lea Frermann, Shay B. Cohen, Mirella Lapata2018 · 22 citations
  76. Learning English with Peppa PigTransactions of the Association for Computational Linguistics (TACL)Mitja Nikolaus, Afra Alishahi, Grzegorz Chrupała2022 · 18 citations
  77. The Third Multilingual Surface Realisation Shared Task (SR'20): Overview and Evaluation ResultsSimon Mille, Anya Belz, Bernd Bohnet, et al.2020 · 18 citations
  78. MorphMark: Flexible Adaptive Watermarking for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Zongqi Wang, Tianle Gu, Baoyuan Wu, et al.2025 · 12 citations
  79. Understanding LLM Reasoning for Abstractive SummarizationFindings of the Association for Computational LinguisticsHaohan Yuan, Haopeng Zhang2026 · 11 citations
  80. E-EVAL: A Comprehensive Chinese K-12 Education Evaluation Benchmark for Large Language ModelsarXiv:2401.15927Jinchang Hou, Chang Ao, Haihong Wu, et al.2024 · 11 citations
  81. DTW at Qur'an QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource DomainWorkshop on Open-Source Arabic Corpora and Processing Tools with Shared TasksDamith Premasiri, Tharindu Ranasinghe, Wajdi Zaghouani, et al.2022 · 11 citations
  82. Towards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific NeuronsInternational Conference on Computational Linguistics (COLING)Yongqi Leng, Deyi Xiong2025 · 9 citations
  83. MetaMetrics: Calibrating Metrics For Generation Tasks Using Human PreferencesarXiv:2410.02381Genta Indra Winata, David Anugraha, Lucky Susanto, et al.2024 · 9 citations
  84. Retrieval as Generation: A Unified Framework with Self-Triggered Information PlanningAnnual Meeting of the Association for Computational Linguistics (ACL)Bo Li, Mingda Wang, Gexiang Fang, et al.2026 · 8 citations
  85. GUMsley: Evaluating Entity Salience in Summarization for 12 English GenresConference of the European Chapter of the Association for Computational Linguistics (EACL)Jessica Lin, Amir Zeldes2024 · 8 citations
  86. RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation FrameworkYifan Wang, Vera Demberg2024 · 7 citations
  87. GUMSum: Multi-Genre Data and Evaluation for English Abstractive SummarizationFindings of the Association for Computational LinguisticsYang Janet Liu, Amir Zeldes2023 · 7 citations
  88. Amharic Abstractive Text SummarizationarXiv:2003.13721Amr M. Zaki, Mahmoud I. Khalil, Hazem M. Abbas2020 · 7 citations
  89. WikiVideo: Article Generation from Multiple VideosFindings of the Association for Computational LinguisticsAlexander Martin, Reno Kriz, William Gantt Walden, et al.2026 · 5 citations
  90. RoCoFT: Efficient Finetuning of Large Language Models with Row-Column UpdatesAnnual Meeting of the Association for Computational Linguistics (ACL)Md Kowsher, Tara Esmaeilbeig, Chun-Nam Yu, et al.2025 · 5 citations
  91. ZERA: Zero-init Instruction Evolving Refinement Agent – From Zero Instructions to Structured Prompts via Principle-based OptimizationConference on Empirical Methods in Natural Language Processing (EMNLP)Seungyoun Yi, Minsoo Khang, Sungrae Park2025 · 5 citations
  92. TIGQA: An Expert-Annotated Question-Answering Dataset in TigrinyaLanguage Resources and Evaluation Conference (LREC)Hailay Kidu Teklehaymanot, Dren Fazlija, Niloy Ganguly, et al.2024 · 4 citations
  93. Frame In, Frame Out: Measuring Framing Bias in LLM-Generated News SummariesJoint Conference on Lexical and Computational Semantics (*SEM)Valeria Pastorino, Nafise Sadat Moosavi2026 · 3 citations
  94. Topic Classification and Headline Generation for Maltese Using a Public News CorpusLanguage Resources and Evaluation Conference (LREC)Amit Kumar Chaudhary, Kurt Micallef, Claudia Borg2024 · 3 citations
  95. A Critical Study of Automatic Evaluation in Sign Language TranslationLanguage Resources and Evaluation Conference (LREC)Shakib Yazdani, Yasser HAMIDULLAH, Cristina España-Bonet, et al.2026 · 2 citations
  96. Latent Agents: A Post-Training Procedure for Internalized Multi-Agent DebateAnnual Meeting of the Association for Computational Linguistics (ACL)John Seon Keun Yi, Aaron Mueller, Dokyun Lee2026 · 2 citations
  97. Linguistic Steganography via Self-Adjusting Asymmetric Number SystemComputational LinguisticsYiting Liu, Chungen Xu, Fei Yang, et al.2026 · 2 citations
  98. Speculative Decoding with a Speculative VocabularyFindings of the Association for Computational LinguisticsMiles Williams, Young D. Kwon, Rui Li, et al.2026 · 2 citations
  99. AmaSQuAD: A Benchmark for Amharic Extractive Question AnsweringarXiv:2502.02047Nebiyou Daniel Hailemariam, Blessed Guda, Tsegazeab Tefferi2025 · 2 citations
  100. MÖVE: A Holistic LLM Benchmark for the German Public SectorarXiv:2606.13111Camilla Dalerci, Thilo Michael, Robin Schaefer, et al.2026 · 1 citation

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