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Who cites «Adam: A Method for Stochastic Optimization»

10,909 papers of our library cite it (of the 149,439 whose bibliographies we read) · 1011 with a page here, the most cited first · page 2 of 11 · 101–200 · ← back to «Adam: A Method for Stochastic Optimization»

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  1. LayoutLMv3: Pre-training for Document AI with Unified Text and Image MaskingACM International Conference on Multimedia (ACM MM)Yupan Huang, Tengchao Lv, Lei Cui, et al.2022 · 778 citations
  2. STaR: Bootstrapping Reasoning With ReasoningEric Zelikman, Yuhuai Wu, Jesse Mu, et al.2022 · 777 citations
  3. Relational Graph Attention Network for Aspect-based Sentiment AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL)Kai Wang, Weizhou Shen, Yunyi Yang, et al.2020 · 776 citations
  4. Reproducible scaling laws for contrastive language-image learningIEEE Computer Society Conference on Computer Vision and Pattern RecognitionMehdi Cherti, Romain Beaumont, Ross Wightman, et al.2022 · 769 citations
  5. ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday TasksIEEE Computer Society Conference on Computer Vision and Pattern RecognitionMohit Shridhar; Jesse Thomason; Daniel Gordon; Yonatan Bisk; Winson Han; Roozbeh Mottaghi; Luke Zettlemoyer;, Dieter Fox2019 · 765 citations
  6. RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL ParsersAnnual Meeting of the Association for Computational Linguistics (ACL)Bailin Wang, Richard Shin, Xiaodong Liu, et al.2020 · 753 citations
  7. SentEval: An Evaluation Toolkit for Universal Sentence RepresentationsLanguage Resources and Evaluation Conference (LREC)Alexis Conneau, Douwe Kiela2018 · 747 citations
  8. Integrating Multimodal Information in Large Pretrained TransformersAnnual Meeting of the Association for Computational Linguistics (ACL)Wasifur Rahman, Md Kamrul Hasan, Sangwu Lee, et al.2020 · 746 citations
  9. A Novel Cascade Binary Tagging Framework for Relational Triple ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Zhepei Wei, Jianlin Su, Yue Wang, et al.2020 · 736 citations
  10. Learning To Retrieve Prompts for In-Context LearningConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ohad Rubin, Jonathan Herzig, Jonathan Berant2021 · 724 citations
  11. Explainable Prediction of Medical Codes from Clinical TextConference of the North American Chapter of the Association for Computational Linguistics (NAACL)James Mullenbach, Sarah Wiegreffe, Jon Duke, et al.2018 · 720 citations
  12. Generating Radiology Reports via Memory-driven TransformerConference on Empirical Methods in Natural Language Processing (EMNLP)Zhihong Chen, Yan Song, Tsung-Hui Chang, et al.2020 · 715 citations
  13. Red Teaming Language Models with Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Ethan Perez, Saffron Huang, Francis Song, et al.2022 · 700 citations
  14. SPECTER: Document-level Representation Learning using Citation-informed TransformersAnnual Meeting of the Association for Computational Linguistics (ACL)Arman Cohan, Sergey Feldman, Iz Beltagy, et al.2020 · 697 citations
  15. The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural NetworksarXiv:1802.08232Nicholas Carlini, Chang Liu, Ulfar Erlingsson, et al.2018 · 692 citations
  16. Mask-Predict: Parallel Decoding of Conditional Masked Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Marjan Ghazvininejad, Omer Levy, Yinhan Liu, et al.2019 · 684 citations
  17. Passage Re-ranking with BERTarXiv:1901.04085Rodrigo Nogueira, Kyunghyun Cho2019 · 678 citations
  18. Efficient Content-Based Sparse Attention with Routing TransformersTransactions of the Association for Computational Linguistics (TACL)Aurko Roy, Mohammad Saffar, Ashish Vaswani, et al.2020 · 677 citations
  19. context2vec: Learning Generic Context Embedding with Bidirectional LSTMConference on Computational Natural Language Learning (CoNLL)Oren Melamud, Jacob Goldberger, Ido Dagan2016 · 673 citations
  20. A Corpus for Reasoning About Natural Language Grounded in Photographs (NLVR2)Alane Suhr, Stephanie Zhou, Ally Zhang, et al.2019 · 670 citations
  21. Unsupervised Machine Translation Using Monolingual Corpora OnlyarXiv:1711.00043Guillaume Lample, Alexis Conneau, Ludovic Denoyer, et al.2017 · 669 citations
  22. How Powerful are Graph Neural Networks?arXiv:1810.00826Keyulu Xu, Weihua Hu, Jure Leskovec, et al.2018 · 655 citations
  23. Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence TaggingConference on Empirical Methods in Natural Language Processing (EMNLP)Nils Reimers, Iryna Gurevych2017 · 652 citations
  24. On Using Monolingual Corpora in Neural Machine TranslationarXiv:1503.03535Caglar Gulcehre, Orhan Firat, Kelvin Xu, et al.2015 · 639 citations
  25. Regularizing and Optimizing LSTM Language ModelsarXiv:1708.02182Stephen Merity, Nitish Shirish Keskar, Richard Socher2017 · 633 citations
  26. Transferable Multi-Domain State Generator for Task-Oriented Dialogue SystemsAnnual Meeting of the Association for Computational Linguistics (ACL)Chien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl, et al.2019 · 628 citations
  27. LayoutLMv2: Multi-modal Pre-training for Visually-rich Document UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL)Yang Xu, Yiheng Xu, Tengchao Lv, et al.2021 · 627 citations
  28. HybridFlow: A Flexible and Efficient RLHF FrameworkarXiv:2409.19256Guangming Sheng, Chi Zhang, Zilingfeng Ye, et al.2024 · 624 citations
  29. Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasmConference on Empirical Methods in Natural Language Processing (EMNLP)Bjarke Felbo, Alan Mislove, Anders Søgaard, et al.2017 · 621 citations
  30. Towards a Unified View of Parameter-Efficient Transfer LearningarXiv:2110.04366Junxian He, Chunting Zhou, Xuezhe Ma, et al.2021 · 619 citations
  31. Scalable Zero-shot Entity Linking with Dense Entity RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP)Ledell Wu, Fabio Petroni, Martin Josifoski, et al.2020 · 619 citations
  32. Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language ModelarXiv:2201.11990Shaden Smith, Mostofa Patwary, Brandon Norick, et al.2022 · 615 citations
  33. Linguistically-Informed Self-Attention for Semantic Role LabelingConference on Empirical Methods in Natural Language Processing (EMNLP)Emma Strubell, Patrick Verga, Daniel Andor, et al.2018 · 604 citations
  34. What do you learn from context? Probing for sentence structure in contextualized word representationsarXiv:1905.06316Ian Tenney, Patrick Xia, Berlin Chen, et al.2019 · 602 citations
  35. Transformation Networks for Target-Oriented Sentiment ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Xin Li, Lidong Bing, Wai Lam, et al.2018 · 600 citations
  36. Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction TasksarXiv:1608.04207Yossi Adi, Einat Kermany, Yonatan Belinkov, et al.2016 · 599 citations
  37. 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
  38. Dynamic Coattention Networks For Question AnsweringarXiv:1611.01604Caiming Xiong, Victor Zhong, Richard Socher2016 · 596 citations
  39. DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment AnalysisInternational Workshop on Semantic Evaluation (SemEval)Christos Baziotis, Nikos Pelekis, Christos Doulkeridis2017 · 588 citations
  40. OCR-free Document Understanding TransformerLecture notes in computer scienceGeewook Kim, Teakgyu Hong, Moonbin Yim, et al.2021 · 584 citations
  41. Learning How to Ask: Querying LMs with Mixtures of Soft PromptsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Guanghui Qin, Jason Eisner2021 · 573 citations
  42. PhoBERT: Pre-trained language models for VietnameseFindings of the Association for Computational LinguisticsDat Quoc Nguyen, Anh Tuan Nguyen2020 · 571 citations
  43. Extractive Summarization as Text MatchingAnnual Meeting of the Association for Computational Linguistics (ACL)Ming Zhong, Pengfei Liu, Yiran Chen, et al.2020 · 570 citations
  44. Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative RefinementConference on Empirical Methods in Natural Language Processing (EMNLP)Jason Lee, Elman Mansimov, Kyunghyun Cho2018 · 568 citations
  45. Sentence Simplification with Deep Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Xingxing Zhang, Mirella Lapata2017 · 568 citations
  46. Neural Legal Judgment Prediction in EnglishAnnual Meeting of the Association for Computational Linguistics (ACL)Ilias Chalkidis, Ion Androutsopoulos, Nikolaos Aletras2019 · 559 citations
  47. The Best of Both Worlds: Combining Recent Advances in Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Mia Xu Chen, Orhan Firat, Ankur Bapna, et al.2018 · 559 citations
  48. 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
  49. Fully Character-Level Neural Machine Translation without Explicit SegmentationTransactions of the Association for Computational Linguistics (TACL)Jason Lee, Kyunghyun Cho, Thomas Hofmann2017 · 553 citations
  50. Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network ModelsProceedings of the AAAI Conference on Artificial IntelligenceIulian V. Serban, Alessandro Sordoni, Yoshua Bengio, et al.2015 · 551 citations
  51. A Hierarchical Latent Variable Encoder-Decoder Model for Generating DialoguesProceedings of the AAAI Conference on Artificial IntelligenceIulian Vlad Serban, Alessandro Sordoni, Ryan Lowe, et al.2016 · 547 citations
  52. Machine Comprehension Using Match-LSTM and Answer PointerarXiv:1608.07905Shuohang Wang, Jing Jiang2016 · 541 citations
  53. HDLTex: Hierarchical Deep Learning for Text ClassificationICMLA 2017Kamran Kowsari, Donald E. Brown, Mojtaba Heidarysafa, et al.2017 · 532 citations
  54. TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair LinkingInternational Conference on Computational Linguistics (COLING)Yucheng Wang, Bowen Yu, Yueyang Zhang, et al.2020 · 529 citations
  55. ICON: Interactive Conversational Memory Network for Multimodal Emotion DetectionConference on Empirical Methods in Natural Language Processing (EMNLP)Devamanyu Hazarika, Soujanya Poria, Rada Mihalcea, et al.2018 · 526 citations
  56. Stance Detection with Bidirectional Conditional EncodingConference on Empirical Methods in Natural Language Processing (EMNLP)Isabelle Augenstein, Tim Rocktäschel, Andreas Vlachos, et al.2016 · 522 citations
  57. GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Tsu-Jui Fu, Peng-Hsuan Li, Wei-Yun Ma2019 · 514 citations
  58. FinQA: A Dataset of Numerical Reasoning over Financial DataConference on Empirical Methods in Natural Language Processing (EMNLP)Zhiyu Chen, Wenhu Chen, Charese Smiley, et al.2021 · 513 citations
  59. Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference timearXiv:2203.05482Mitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre, et al.2022 · 507 citations
  60. MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based FormalismsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Aida Amini, Saadia Gabriel, Shanchuan Lin, et al.2019 · 507 citations
  61. Double Embeddings and CNN-based Sequence Labeling for Aspect ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Hu Xu, Bing Liu, Lei Shu, et al.2018 · 499 citations
  62. Towards an Automatic Turing Test: Learning to Evaluate Dialogue ResponsesAnnual Meeting of the Association for Computational Linguistics (ACL)Ryan Lowe, Michael Noseworthy, Iulian V. Serban, et al.2017 · 499 citations
  63. Learning Natural Language Inference with LSTMConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Shuohang Wang, Jing Jiang2016 · 499 citations
  64. The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue SystemsAnnual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)Ryan Lowe, Nissan Pow, Iulian Serban, et al.2015 · 494 citations
  65. REPLUG: Retrieval-Augmented Black-Box Language ModelsarXiv:2301.12652Weijia Shi, Sewon Min, Michihiro Yasunaga, et al.2023 · 492 citations
  66. A Convolutional Encoder Model for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Jonas Gehring, Michael Auli, David Grangier, et al.2017 · 492 citations
  67. DyNet: The Dynamic Neural Network ToolkitarXiv:1701.03980Graham Neubig, Chris Dyer, Yoav Goldberg, et al.2017 · 489 citations
  68. EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Muhammad Abdul-Mageed, Lyle Ungar2017 · 487 citations
  69. What do Neural Machine Translation Models Learn about Morphology?Annual Meeting of the Association for Computational Linguistics (ACL)Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, et al.2017 · 487 citations
  70. On the Automatic Generation of Medical Imaging ReportsAnnual Meeting of the Association for Computational Linguistics (ACL)Baoyu Jing, Pengtao Xie, Eric Xing2018 · 484 citations
  71. ToTTo: A Controlled Table-To-Text Generation DatasetConference on Empirical Methods in Natural Language Processing (EMNLP)Ankur Parikh, Xuezhi Wang, Sebastian Gehrmann, et al.2020 · 482 citations
  72. Legal Judgment Prediction via Topological LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Haoxi Zhong, Zhipeng Guo, Cunchao Tu, et al.2018 · 480 citations
  73. ARBERT & MARBERT: Deep Bidirectional Transformers for ArabicarXiv:2101.01785 · ACL-2021 camera ready versionMuhammad Abdul-Mageed, AbdelRahim Elmadany, El Moatez Billah Nagoudi2021 · 478 citations
  74. Defending Against Neural Fake NewsarXiv:1905.12616Rowan Zellers, Ari Holtzman, Hannah Rashkin, et al.2019 · 478 citations
  75. Improving Massively Multilingual Neural Machine Translation and Zero-Shot TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Biao Zhang, Philip Williams, Ivan Titov, et al.2020 · 477 citations
  76. Data Augmentation using Pre-trained Transformer ModelsarXiv:2003.02245Varun Kumar, Ashutosh Choudhary, Eunah Cho2020 · 474 citations
  77. When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation?Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ye Qi, Devendra Sachan, Matthieu Felix, et al.2018 · 474 citations
  78. Learning to Generate Reviews and Discovering SentimentarXiv:1704.01444Alec Radford, Rafal Jozefowicz, Ilya Sutskever2017 · 474 citations
  79. Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTarXiv:1904.09077Shijie Wu, Mark Dredze2019 · 471 citations
  80. XCOPA: A Multilingual Dataset for Causal Commonsense ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Edoardo Maria Ponti, Goran Glavaš, Olga Majewska, et al.2020 · 469 citations
  81. Hierarchical Transformers for Multi-Document SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Yang Liu, Mirella Lapata2019 · 468 citations
  82. CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Benchmarking on HumanEval-XACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Qinkai Zheng, Xiao Xia, Xu Zou, et al.2023 · 465 citations
  83. Joint Embedding of Words and Labels for Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Guoyin Wang, Chunyuan Li, Wenlin Wang, et al.2018 · 465 citations
  84. CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual ReasoningarXiv:1612.06890Justin Johnson, Bharath Hariharan, Laurens van der Maaten, et al.2016 · 464 citations
  85. From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual TransformersConference on Empirical Methods in Natural Language Processing (EMNLP)Anne Lauscher, Vinit Ravishankar, Ivan Vulić, et al.2020 · 463 citations
  86. Are All Languages Created Equal in Multilingual BERT?Workshop on Representation Learning for NLPShijie Wu, Mark Dredze2020 · 460 citations
  87. Graph-to-Sequence Learning using Gated Graph Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Daniel Beck, Gholamreza Haffari, Trevor Cohn2018 · 459 citations
  88. Meta-Learning for Low-Resource Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Jiatao Gu, Yong Wang, Yun Chen, et al.2018 · 456 citations
  89. Deep Keyphrase GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Rui Meng, Sanqiang Zhao, Shuguang Han, et al.2017 · 454 citations
  90. ProphetNet: Predicting Future N-gram for Sequence-to-SequencePre-trainingFindings of the Association for Computational LinguisticsWeizhen Qi, Yu Yan, Yeyun Gong, et al.2020 · 453 citations
  91. CARER: Contextualized Affect Representations for Emotion RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP)Elvis Saravia, Hsien-Chi Toby Liu, Yen-Hao Huang, et al.2018 · 452 citations
  92. Multi-Modal Sarcasm Detection in Twitter with Hierarchical Fusion ModelAnnual Meeting of the Association for Computational Linguistics (ACL)Yitao Cai, Huiyu Cai, Xiaojun Wan2019 · 451 citations
  93. 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
  94. How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Phillip Rust, Jonas Pfeiffer, Ivan Vulić, et al.2021 · 449 citations
  95. Pay Less Attention with Lightweight and Dynamic ConvolutionsarXiv:1901.10430Felix Wu, Angela Fan, Alexei Baevski, et al.2019 · 437 citations
  96. One-step and Two-step Classification for Abusive Language Detection on TwitterWorkshop on Abusive Language OnlineJi Ho Park, Pascale Fung2017 · 436 citations
  97. Adversarial Training Methods for Semi-Supervised Text ClassificationarXiv:1605.07725Takeru Miyato, Andrew M. Dai, Ian Goodfellow2016 · 433 citations
  98. A Transformer-based Approach for Source Code SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Wasi Ahmad, Saikat Chakraborty, Baishakhi Ray, et al.2020 · 431 citations
  99. Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence ArchitecturesAnnual Meeting of the Association for Computational Linguistics (ACL)Wenqiang Lei, Xisen Jin, Min-Yen Kan, et al.2018 · 430 citations
  100. Low-Dimensional Hyperbolic Knowledge Graph EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL)Ines Chami, Adva Wolf, Da-Cheng Juan, et al.2020 · 429 citations

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