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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 1 of 4 · 1–100 · ← Mustafa Suleyman

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  1. BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL)Mike Lewis, Yinhan Liu, Naman Goyal, et al.2020 · 12,856 citations
  2. TensorFlow: A system for large-scale machine learningarXiv:1605.08695Martin Abadi, Paul Barham, Jianmin Chen, et al.2016 · 12,711 citations
  3. Exploring the Limits of Transfer Learning with a Unified Text-to-Text TransformerarXiv:1910.10683Colin Raffel, Noam Shazeer, Adam Roberts, et al.2019 · 11,325 citations
  4. SQuAD: 100,000+ Questions for Machine Comprehension of TextConference on Empirical Methods in Natural Language Processing (EMNLP)Pranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, et al.2016 · 9,621 citations
  5. TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed SystemsarXiv:1603.04467Martín Abadi, Ashish Agarwal, Paul Barham, et al.2016 · 9,512 citations
  6. Hierarchical Attention Networks for Document ClassificationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Zichao Yang, Diyi Yang, Chris Dyer, et al.2016 · 5,436 citations
  7. Natural Questions: A Benchmark for Question Answering ResearchTransactions of the Association for Computational Linguistics (TACL)Tom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, et al.2019 · 4,093 citations
  8. fairseq: A Fast, Extensible Toolkit for Sequence ModelingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Myle Ott, Sergey Edunov, Alexei Baevski, et al.2019 · 3,984 citations
  9. Know What You Don't Know: Unanswerable Questions for SQuADAnnual Meeting of the Association for Computational Linguistics (ACL)Pranav Rajpurkar, Robin Jia, Percy Liang2018 · 3,405 citations
  10. TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL)Mandar Joshi, Eunsol Choi, Daniel Weld, et al.2017 · 3,263 citations
  11. Abstractive Text Summarization using Sequence-to-sequence RNNs and BeyondConference on Computational Natural Language Learning (CoNLL)Ramesh Nallapati, Bowen Zhou, Cicero dos Santos, et al.2016 · 3,260 citations
  12. On the Opportunities and Risks of Foundation ModelsarXiv:2108.07258Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, et al.2021 · 3,160 citations
  13. Attention-based LSTM for Aspect-level Sentiment ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP)Yequan Wang, Minlie Huang, Xiaoyan Zhu, et al.2016 · 2,621 citations
  14. Think you have Solved Question Answering? Try ARC, the AI2 Reasoning ChallengearXiv:1803.05457Peter Clark, Isaac Cowhey, Oren Etzioni, et al.2018 · 2,394 citations
  15. Reading Wikipedia to Answer Open-Domain QuestionsAnnual Meeting of the Association for Computational Linguistics (ACL)Danqi Chen, Adam Fisch, Jason Weston, et al.2017 · 2,283 citations
  16. Attention-Based Bidirectional Long Short-Term Memory Networks for Relation ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Peng Zhou, Wei Shi, Jun Tian, et al.2016 · 2,219 citations
  17. Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Shashi Narayan, Shay B. Cohen, Mirella Lapata2018 · 2,149 citations
  18. Text Summarization with Pretrained EncodersConference on Empirical Methods in Natural Language Processing (EMNLP)Yang Liu, Mirella Lapata2019 · 2,095 citations
  19. G-Eval: NLG Evaluation using Gpt-4 with Better Human AlignmentConference on Empirical Methods in Natural Language Processing (EMNLP)Yang Liu, Dan Iter, Yichong Xu, et al.2023 · 2,000 citations
  20. Bidirectional Attention Flow for Machine ComprehensionarXiv:1611.01603Minjoon Seo, Aniruddha Kembhavi, Ali Farhadi, et al.2016 · 1,988 citations
  21. On Faithfulness and Factuality in Abstractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Joshua Maynez, Shashi Narayan, Bernd Bohnet, et al.2020 · 1,857 citations
  22. PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive SummarizationarXiv:1912.08777Jingqing Zhang, Yao Zhao, Mohammad Saleh, et al.2019 · 1,828 citations
  23. Layer NormalizationarXiv:1607.06450Jimmy Lei Ba, Jamie Ryan Kiros, Geoffrey E. Hinton2016 · 1,819 citations
  24. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language modelsarXiv:2206.04615 · Transactions on Machine Learning Research, May/2022, https://openreview.net/forum?id=uyTL5BvosjAarohi Srivastava, Abhinav Rastogi, Abhishek Rao, et al.2022 · 1,756 citations
  25. A Deep Reinforced Model for Abstractive SummarizationarXiv:1705.04304Romain Paulus, Caiming Xiong, Richard Socher2017 · 1,657 citations
  26. RACE: Large-scale ReAding Comprehension Dataset From ExaminationsGuokun Lai, Qizhe Xie, Hanxiao Liu, et al.2017 · 1,638 citations
  27. Multitask Prompted Training Enables Zero-Shot Task GeneralizationarXiv:2110.08207Victor Sanh, Albert Webson, Colin Raffel, et al.2021 · 1,612 citations
  28. SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of DocumentsProceedings of the AAAI Conference on Artificial IntelligenceRamesh Nallapati, Feifei Zhai, Bowen Zhou2016 · 1,575 citations
  29. DINOv2: Learning Robust Visual Features without SupervisionarXiv:2304.07193Maxime Oquab, Timothee Darcet, Theo Moutakanni, et al.2023 · 1,513 citations
  30. VideoBERT: A Joint Model for Video and Language Representation LearningIEEE/CVF International Conference on Computer Vision (ICCV)Chen Sun, Austin Myers, Carl Vondrick, et al.2019 · 1,345 citations
  31. Long Short-Term Memory-Networks for Machine ReadingConference on Empirical Methods in Natural Language Processing (EMNLP)Jianpeng Cheng, Li Dong, Mirella Lapata2016 · 1,313 citations
  32. CTRL: A Conditional Transformer Language Model for Controllable GenerationarXiv:1909.05858Nitish Shirish Keskar, Bryan McCann, Lav R. Varshney, et al.2019 · 1,291 citations
  33. DailyDialog: A Manually Labelled Multi-turn Dialogue DatasetarXiv:1710.03957Yanran Li, Hui Su, Xiaoyu Shen, et al.2017 · 1,206 citations
  34. Matching Networks for One Shot LearningarXiv:1606.04080Oriol Vinyals, Charles Blundell, Timothy Lillicrap, et al.2016 · 1,197 citations
  35. On the Cross-lingual Transferability of Monolingual RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Mikel Artetxe, Sebastian Ruder, Dani Yogatama2020 · 1,179 citations
  36. MS MARCO: A Human Generated MAchine Reading COmprehension DatasetarXiv:1611.09268Payal Bajaj, Daniel Campos, Nick Craswell, et al.2016 · 1,138 citations
  37. The NarrativeQA Reading Comprehension ChallengeTomáš Kočiský, Jonathan Schwarz, Phil Blunsom, et al.2018 · 1,042 citations
  38. A Discourse-Aware Attention Model for Abstractive Summarization of Long DocumentsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Arman Cohan, Franck Dernoncourt, Doo Soon Kim, et al.2018 · 1,026 citations
  39. Big Bird: Transformers for Longer SequencesConference on Neural Information Processing Systems (NeurIPS)Manzil Zaheer, Guru Guruganesh, Avinava Dubey, et al.2020 · 1,023 citations
  40. Attention is not ExplanationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sarthak Jain, Byron C. Wallace2019 · 1,021 citations
  41. Neural Summarization by Extracting Sentences and WordsAnnual Meeting of the Association for Computational Linguistics (ACL)Jianpeng Cheng, Mirella Lapata2016 · 1,011 citations
  42. ImageBind: One Embedding Space To Bind Them AllIEEE Computer Society Conference on Computer Vision and Pattern RecognitionRohit Girdhar, Alaaeldin El-Nouby, Zhuang Liu, et al.2023 · 954 citations
  43. Bottom-Up Abstractive SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Sebastian Gehrmann, Yuntian Deng, Alexander Rush2018 · 947 citations
  44. Summary of ChatGPT-Related Research and Perspective Towards the Future of Large Language ModelsarXiv:2304.01852 · Meta-Radiology (2023)100,017Yiheng Liu, Tianle Han, Siyuan Ma, et al.2023 · 940 citations
  45. A Survey of Data Augmentation Approaches for NLParXiv:2105.03075Steven Y. Feng, Varun Gangal, Jason Wei, et al.2021 · 940 citations
  46. Learning to Ask: Neural Question Generation for Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL)Xinya Du, Junru Shao, Claire Cardie2017 · 917 citations
  47. Is Attention Interpretable?Annual Meeting of the Association for Computational Linguistics (ACL)Sofia Serrano, Noah A. Smith2019 · 899 citations
  48. A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and InteractivityarXiv:2302.04023Yejin Bang, Samuel Cahyawijaya, Nayeon Lee, et al.2023 · 882 citations
  49. DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language UnderstandingProceedings of the AAAI Conference on Artificial IntelligenceTao Shen, Tianyi Zhou, Guodong Long, et al.2017 · 854 citations
  50. MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover DistanceConference on Empirical Methods in Natural Language Processing (EMNLP)Wei Zhao, Maxime Peyrard, Fei Liu, et al.2019 · 834 citations
  51. Fast Abstractive Summarization with Reinforce-Selected Sentence RewritingAnnual Meeting of the Association for Computational Linguistics (ACL)Yen-Chun Chen, Mohit Bansal2018 · 826 citations
  52. The Web as a Knowledge-Base for Answering Complex QuestionsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Alon Talmor, Jonathan Berant2018 · 819 citations
  53. BARTScore: Evaluating Generated Text as Text GenerationarXiv:2106.11520Weizhe Yuan, Graham Neubig, Pengfei Liu2021 · 815 citations
  54. Reasoning about Entailment with Neural AttentionarXiv:1509.06664Tim Rocktaschel, Edward Grefenstette, Karl Moritz Hermann, et al.2015 · 802 citations
  55. Ask Me Anything: Dynamic Memory Networks for Natural Language ProcessingarXiv:1506.07285Ankit Kumar, Ozan Irsoy, Peter Ondruska, et al.2015 · 801 citations
  56. Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive StrategiesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Max Grusky, Mor Naaman, Yoav Artzi2018 · 789 citations
  57. Multi-News: A Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical ModelAnnual Meeting of the Association for Computational Linguistics (ACL)Alexander Fabbri, Irene Li, Tianwei She, et al.2019 · 750 citations
  58. MLQA: Evaluating Cross-lingual Extractive Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Patrick Lewis, Barlas Oğuz, Ruty Rinott, et al.2019 · 747 citations
  59. SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive SummarizationWorkshop on New Frontiers in SummarizationBogdan Gliwa, Iwona Mochol, Maciej Biesek, et al.2019 · 715 citations
  60. The Goldilocks Principle: Reading Children's Books with Explicit Memory RepresentationsarXiv:1511.02301Felix Hill, Antoine Bordes, Sumit Chopra, et al.2015 · 708 citations
  61. A Thorough Examination of the CNN/Daily Mail Reading Comprehension TaskAnnual Meeting of the Association for Computational Linguistics (ACL)Danqi Chen, Jason Bolton, Christopher D. Manning2016 · 699 citations
  62. TVQA: Localized, Compositional Video Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Jie Lei, Licheng Yu, Mohit Bansal, et al.2018 · 687 citations
  63. Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple SentencesDaniel Khashabi, Snigdha Chaturvedi, Michael Roth, et al.2018 · 677 citations
  64. CoCa: Contrastive Captioners are Image-Text Foundation ModelsarXiv:2205.01917Jiahui Yu, Zirui Wang, Vijay Vasudevan, et al.2022 · 667 citations
  65. Pointing the Unknown WordsAnnual Meeting of the Association for Computational Linguistics (ACL)Caglar Gulcehre, Sungjin Ahn, Ramesh Nallapati, et al.2016 · 651 citations
  66. A Survey on Automated Fact-CheckingTransactions of the Association for Computational Linguistics (TACL)Zhijiang Guo, Michael Schlichtkrull, Andreas Vlachos2022 · 647 citations
  67. QANet: Combining Local Convolution with Global Self-Attention for Reading ComprehensionarXiv:1804.09541Adams Wei Yu, David Dohan, Minh-Thang Luong, et al.2018 · 597 citations
  68. Dynamic Coattention Networks For Question AnsweringarXiv:1611.01604Caiming Xiong, Victor Zhong, Richard Socher2016 · 596 citations
  69. Learning to Compose Neural Networks for Question AnsweringConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jacob Andreas, Marcus Rohrbach, Trevor Darrell, et al.2016 · 573 citations
  70. Extractive Summarization as Text MatchingAnnual Meeting of the Association for Computational Linguistics (ACL)Ming Zhong, Pengfei Liu, Yiran Chen, et al.2020 · 570 citations
  71. Leveraging Pre-trained Checkpoints for Sequence Generation TasksTransactions of the Association for Computational Linguistics (TACL)Sascha Rothe, Shashi Narayan, Aliaksei Severyn2019 · 564 citations
  72. Simple and Effective Multi-Paragraph Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL)Christopher Clark, Matt Gardner2017 · 562 citations
  73. Reducing Transformer Depth on Demand with Structured DropoutarXiv:1909.11556Angela Fan, Edouard Grave, Armand Joulin2019 · 560 citations
  74. Neural Text Summarization: A Critical EvaluationConference on Empirical Methods in Natural Language Processing (EMNLP)Wojciech Kryscinski, Nitish Shirish Keskar, Bryan McCann, et al.2019 · 559 citations
  75. SearchQA: A New Q&A Dataset Augmented with Context from a Search EnginearXiv:1704.05179Matthew Dunn, Levent Sagun, Mike Higgins, et al.2017 · 555 citations
  76. Towards AI-Complete Question Answering: A Set of Prerequisite Toy TasksJason Weston, Antoine Bordes, Sumit Chopra, et al.2015 · 555 citations
  77. BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment AnalysisarXiv:1904.02232Hu Xu, Bing Liu, Lei Shu, et al.2019 · 547 citations
  78. The Natural Language Decathlon: Multitask Learning as Question AnsweringarXiv:1806.08730Bryan McCann, Nitish Shirish Keskar, Caiming Xiong, et al.2018 · 545 citations
  79. Cosmos QA: Machine Reading Comprehension with Contextual Commonsense ReasoningLifu Huang, Ronan Le Bras, Chandra Bhagavatula, et al.2019 · 544 citations
  80. Machine Comprehension Using Match-LSTM and Answer PointerarXiv:1608.07905Shuohang Wang, Jing Jiang2016 · 541 citations
  81. A Network-based End-to-End Trainable Task-oriented Dialogue SystemConference of the European Chapter of the Association for Computational Linguistics (EACL)Tsung-Hsien Wen, David Vandyke, Nikola Mrkšić, et al.2017 · 534 citations
  82. The LAMBADA dataset: Word prediction requiring a broad discourse contextAnnual Meeting of the Association for Computational Linguistics (ACL)Denis Paperno, Germán Kruszewski, Angeliki Lazaridou, et al.2016 · 528 citations
  83. Crowdsourcing Multiple Choice Science QuestionsWorkshop on Noisy User-generated TextJohannes Welbl, Nelson F. Liu, Matt Gardner2017 · 524 citations
  84. Learning Natural Language Inference with LSTMConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Shuohang Wang, Jing Jiang2016 · 499 citations
  85. HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-trainingConference on Empirical Methods in Natural Language Processing (EMNLP)Linjie Li, Yen-Chun Chen, Yu Cheng, et al.2020 · 481 citations
  86. Hierarchical Transformers for Multi-Document SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Yang Liu, Mirella Lapata2019 · 468 citations
  87. MVBench: A Comprehensive Multi-modal Video Understanding BenchmarkIEEE Computer Society Conference on Computer Vision and Pattern RecognitionKunchang Li, Yali Wang, Yinan He, et al.2023 · 463 citations
  88. Gated-Attention Readers for Text ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL)Bhuwan Dhingra, Hanxiao Liu, Zhilin Yang, et al.2016 · 463 citations
  89. HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Xingxing Zhang, Furu Wei, Ming Zhou2019 · 451 citations
  90. Neural Document Summarization by Jointly Learning to Score and Select SentencesAnnual Meeting of the Association for Computational Linguistics (ACL)Qingyu Zhou, Nan Yang, Furu Wei, et al.2018 · 450 citations
  91. Ranking Generated Summaries by Correctness: An Interesting but Challenging Application for Natural Language InferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Tobias Falke, Leonardo F. R. Ribeiro, Prasetya Ajie Utama, et al.2019 · 445 citations
  92. Deep Communicating Agents for Abstractive SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Asli Celikyilmaz, Antoine Bosselut, Xiaodong He, et al.2018 · 440 citations
  93. Pay Less Attention with Lightweight and Dynamic ConvolutionsarXiv:1901.10430Felix Wu, Angela Fan, Alexei Baevski, et al.2019 · 437 citations
  94. C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation ModelsarXiv:2305.08322Yuzhen Huang, Yuzhuo Bai, Zhihao Zhu, et al.2023 · 428 citations
  95. Controllable Abstractive SummarizationWorkshop on Neural Machine Translation and GenerationAngela Fan, David Grangier, Michael Auli2018 · 427 citations
  96. Event Extraction as Machine Reading ComprehensionConference on Empirical Methods in Natural Language Processing (EMNLP)Jian Liu, Yubo Chen, Kang Liu, et al.2020 · 422 citations
  97. Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality MetricsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Artidoro Pagnoni, Vidhisha Balachandran, Yulia Tsvetkov2021 · 420 citations
  98. Abstractive Document Summarization with a Graph-Based Attentional Neural ModelAnnual Meeting of the Association for Computational Linguistics (ACL)Jiwei Tan, Xiaojun Wan, Jianguo Xiao2017 · 409 citations
  99. QMSum: A New Benchmark for Query-based Multi-domain Meeting SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ming Zhong, Da Yin, Tao Yu, et al.2021 · 404 citations
  100. LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical ReasoningInternational Joint Conference on Artificial IntelligenceJian Liu, Leyang Cui, Hanmeng Liu, et al.2020 · 404 citations

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