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Who cites Richard S. Zemel

4,711 citations of their works from 4,143 papers of our library (of the 149,439 whose bibliographies we read) · 622 with a page here, the most cited first · page 2 of 7 · 101–200 · ← Richard S. Zemel

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  1. Neural Module NetworksIEEE Computer Society Conference on Computer Vision and Pattern RecognitionJacob Andreas, Marcus Rohrbach, Trevor Darrell, et al.2015 · 1,140 citations
  2. Encoding Sentences with Graph Convolutional Networks for Semantic Role LabelingConference on Empirical Methods in Natural Language Processing (EMNLP)Diego Marcheggiani, Ivan Titov2017 · 1,106 citations
  3. SemEval-2018 Task 1: Affect in TweetsInternational Workshop on Semantic Evaluation (SemEval)Saif Mohammad, Felipe Bravo-Marquez, Mohammad Salameh, et al.2018 · 1,094 citations
  4. Bias and Fairness in Large Language Models: A SurveyComputational LinguisticsIsabel O. Gallegos, Ryan A. Rossi, Joe Barrow, et al.2023 · 1,082 citations
  5. VL-BERT: Pre-training of Generic Visual-Linguistic RepresentationsarXiv:1908.08530Weijie Su, Xizhou Zhu, Yue Cao, et al.2019 · 1,066 citations
  6. Quantifying Attention Flow in TransformersAnnual Meeting of the Association for Computational Linguistics (ACL)Samira Abnar, Willem Zuidema2020 · 1,064 citations
  7. ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence PairsTransactions of the Association for Computational Linguistics (TACL)Wenpeng Yin, Hinrich Schütze, Bing Xiang, et al.2016 · 1,055 citations
  8. Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level ConstraintsConference on Empirical Methods in Natural Language Processing (EMNLP)Jieyu Zhao, Tianlu Wang, Mark Yatskar, et al.2017 · 1,050 citations
  9. What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic propertiesAnnual Meeting of the Association for Computational Linguistics (ACL)Alexis Conneau, German Kruszewski, Guillaume Lample, et al.2018 · 1,045 citations
  10. Big Bird: Transformers for Longer SequencesConference on Neural Information Processing Systems (NeurIPS)Manzil Zaheer, Guru Guruganesh, Avinava Dubey, et al.2020 · 1,023 citations
  11. Attention is not ExplanationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sarthak Jain, Byron C. Wallace2019 · 1,021 citations
  12. Linguistic Knowledge and Transferability of Contextual RepresentationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Nelson F. Liu, Matt Gardner, Yonatan Belinkov, et al.2019 · 1,021 citations
  13. MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited DevicesAnnual Meeting of the Association for Computational Linguistics (ACL)Zhiqing Sun, Hongkun Yu, Xiaodan Song, et al.2020 · 1,016 citations
  14. A Survey on In-context LearningarXiv:2301.00234Qingxiu Dong, Lei Li, Damai Dai, et al.2023 · 978 citations
  15. ERNIE: Enhanced Representation through Knowledge IntegrationarXiv:1904.09223Yu Sun, Shuohuan Wang, Yukun Li, et al.2019 · 962 citations
  16. MPNet: Masked and Permuted Pre-training for Language UnderstandingarXiv:2004.09297Kaitao Song, Xu Tan, Tao Qin, et al.2020 · 957 citations
  17. 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
  18. Visual7W: Grounded Question Answering in ImagesIEEE Computer Society Conference on Computer Vision and Pattern RecognitionYuke Zhu, Oliver Groth, Michael Bernstein, et al.2015 · 952 citations
  19. Patient Knowledge Distillation for BERT Model CompressionarXiv:1908.09355Siqi Sun, Yu Cheng, Zhe Gan, et al.2019 · 947 citations
  20. DRAW: A Recurrent Neural Network For Image GenerationarXiv:1502.04623Karol Gregor, Ivo Danihelka, Alex Graves, et al.2015 · 947 citations
  21. Modeling Coverage for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Zhaopeng Tu, Zhengdong Lu, Yang Liu, et al.2016 · 939 citations
  22. 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
  23. CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Nikita Nangia, Clara Vania, Rasika Bhalerao, et al.2020 · 897 citations
  24. TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLPConference on Empirical Methods in Natural Language Processing (EMNLP)John X. Morris, Eli Lifland, Jin Yong Yoo, et al.2020 · 863 citations
  25. 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
  26. CIDEr: Consensus-based Image Description EvaluationarXiv:1411.5726Ramakrishna Vedantam, C. Lawrence Zitnick, Devi Parikh2014 · 827 citations
  27. Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and BeyondACM Transactions on Knowledge Discovery from DataJingfeng Yang, Hongye Jin, Ruixiang Tang, et al.2023 · 814 citations
  28. Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Chen Zhang, Qiuchi Li, Dawei Song2019 · 808 citations
  29. Reasoning about Entailment with Neural AttentionarXiv:1509.06664Tim Rocktaschel, Edward Grefenstette, Karl Moritz Hermann, et al.2015 · 802 citations
  30. Ask Me Anything: Dynamic Memory Networks for Natural Language ProcessingarXiv:1506.07285Ankit Kumar, Ozan Irsoy, Peter Ondruska, et al.2015 · 801 citations
  31. Semi-supervised sequence tagging with bidirectional language modelsAnnual Meeting of the Association for Computational Linguistics (ACL)Matthew E. Peters, Waleed Ammar, Chandra Bhagavatula, et al.2017 · 795 citations
  32. Learning Distributed Representations of Sentences from Unlabelled DataConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Felix Hill, Kyunghyun Cho, Anna Korhonen2016 · 765 citations
  33. Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context LearningConference on Neural Information Processing Systems (NeurIPS)Haokun Liu, Derek Tam, Mohammed Muqeeth, et al.2022 · 754 citations
  34. SentEval: An Evaluation Toolkit for Universal Sentence RepresentationsLanguage Resources and Evaluation Conference (LREC)Alexis Conneau, Douwe Kiela2018 · 747 citations
  35. Show and Tell: A Neural Image Caption GeneratorarXiv:1411.4555Oriol Vinyals, Alexander Toshev, Samy Bengio, et al.2014 · 729 citations
  36. 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
  37. Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN)International Conference on Learning Representations (ICLR)Junhua Mao, Wei Xu, Yi Yang, et al.2014 · 715 citations
  38. Transfer Learning in Natural Language ProcessingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sebastian Ruder, Matthew E. Peters, Swabha Swayamdipta, et al.2019 · 708 citations
  39. The Goldilocks Principle: Reading Children's Books with Explicit Memory RepresentationsarXiv:1511.02301Felix Hill, Antoine Bordes, Sumit Chopra, et al.2015 · 708 citations
  40. Neural Text Generation from Structured Data with Application to the Biography DomainConference on Empirical Methods in Natural Language Processing (EMNLP)Remi Lebret, David Grangier, Michael Auli2016 · 701 citations
  41. 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
  42. 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
  43. Well-Read Students Learn Better: On the Importance of Pre-training Compact ModelsarXiv:1908.08962Iulia Turc, Ming-Wei Chang, Kenton Lee, et al.2019 · 678 citations
  44. 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
  45. context2vec: Learning Generic Context Embedding with Bidirectional LSTMConference on Computational Natural Language Learning (CoNLL)Oren Melamud, Jacob Goldberger, Ido Dagan2016 · 673 citations
  46. K-Adapter: Infusing Knowledge into Pre-Trained Models with AdaptersarXiv:2002.01808Ruize Wang, Duyu Tang, Nan Duan, et al.2020 · 666 citations
  47. How Powerful are Graph Neural Networks?arXiv:1810.00826Keyulu Xu, Weihua Hu, Jure Leskovec, et al.2018 · 655 citations
  48. ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation TransferAnnual Meeting of the Association for Computational Linguistics (ACL)Yuanmeng Yan, Rumei Li, Sirui Wang, et al.2021 · 647 citations
  49. Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and BeyondTransactions of the Association for Computational Linguistics (TACL)Mikel Artetxe, Holger Schwenk2018 · 635 citations
  50. A simple neural network module for relational reasoningarXiv:1706.01427Adam Santoro, David Raposo, David G. T. Barrett, et al.2017 · 632 citations
  51. Object Hallucination in Image CaptioningConference on Empirical Methods in Natural Language Processing (EMNLP)Anna Rohrbach, Lisa Anne Hendricks, Kaylee Burns, et al.2018 · 626 citations
  52. e-SNLI: Natural Language Inference with Natural Language ExplanationsarXiv:1812.01193Oana-Maria Camburu, Tim Rocktäschel, Thomas Lukasiewicz, et al.2018 · 622 citations
  53. Deep Visual-Semantic Alignments for Generating Image DescriptionsarXiv:1412.2306Andrej Karpathy, Li Fei-Fei2014 · 608 citations
  54. Attention Guided Graph Convolutional Networks for Relation ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Zhijiang Guo, Yan Zhang, Wei Lu2019 · 602 citations
  55. 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
  56. 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
  57. Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction TasksarXiv:1608.04207Yossi Adi, Einat Kermany, Yonatan Belinkov, et al.2016 · 599 citations
  58. Masked Autoencoders Are Scalable Vision LearnersarXiv:2111.06377Kaiming He, Xinlei Chen, Saining Xie, et al.2021 · 596 citations
  59. Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text ModelsFindings of the Association for Computational LinguisticsJianmo Ni, Gustavo Hernandez Abrego, Noah Constant, et al.2021 · 584 citations
  60. Examining Gender and Race Bias in Two Hundred Sentiment Analysis SystemsJoint Conference on Lexical and Computational Semantics (*SEM)Svetlana Kiritchenko, Saif Mohammad2018 · 579 citations
  61. An efficient framework for learning sentence representationsarXiv:1803.02893Lajanugen Logeswaran, Honglak Lee2018 · 577 citations
  62. Massive Exploration of Neural Machine Translation ArchitecturesConference on Empirical Methods in Natural Language Processing (EMNLP)Denny Britz, Anna Goldie, Minh-Thang Luong, et al.2017 · 574 citations
  63. 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
  64. Sentence Simplification with Deep Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Xingxing Zhang, Mirella Lapata2017 · 568 citations
  65. Neural Legal Judgment Prediction in EnglishAnnual Meeting of the Association for Computational Linguistics (ACL)Ilias Chalkidis, Ion Androutsopoulos, Nikolaos Aletras2019 · 559 citations
  66. Style Transfer Through Back-TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Shrimai Prabhumoye, Yulia Tsvetkov, Ruslan Salakhutdinov, et al.2018 · 558 citations
  67. Cross-Sentence N-ary Relation Extraction with Graph LSTMsTransactions of the Association for Computational Linguistics (TACL)Nanyun Peng, Hoifung Poon, Chris Quirk, et al.2017 · 557 citations
  68. The Natural Language Decathlon: Multitask Learning as Question AnsweringarXiv:1806.08730Bryan McCann, Nitish Shirish Keskar, Caiming Xiong, et al.2018 · 545 citations
  69. Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-TuningAnnual Meeting of the Association for Computational Linguistics (ACL)Armen Aghajanyan, Sonal Gupta, Luke Zettlemoyer2021 · 542 citations
  70. 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
  71. Lexically Constrained Decoding for Sequence Generation Using Grid Beam SearchAnnual Meeting of the Association for Computational Linguistics (ACL)Chris Hokamp, Qun Liu2017 · 524 citations
  72. RL²: Fast Reinforcement Learning via Slow Reinforcement LearningarXiv:1611.02779Yan Duan, John Schulman, Xi Chen, et al.2016 · 524 citations
  73. To Tune or Not to Tune? Adapting Pretrained Representations to Diverse TasksWorkshop on Representation Learning for NLPMatthew E. Peters, Sebastian Ruder, Noah A. Smith2019 · 522 citations
  74. DeCLUTR: Deep Contrastive Learning for Unsupervised Textual RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)John Giorgi, Osvald Nitski, Bo Wang, et al.2021 · 516 citations
  75. Learned in Translation: Contextualized Word VectorsarXiv:1708.00107Bryan McCann, James Bradbury, Caiming Xiong, et al.2017 · 512 citations
  76. A-OKVQA: A Benchmark for Visual Question Answering using World KnowledgeLecture notes in computer scienceDustin Schwenk, Apoorv Khandelwal, Christopher Clark, et al.2022 · 509 citations
  77. Does String-Based Neural MT Learn Source Syntax?Conference on Empirical Methods in Natural Language Processing (EMNLP)Xing Shi, Inkit Padhi, Kevin Knight2016 · 504 citations
  78. Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data TasksarXiv:1811.01088Jason Phang, Thibault Févry, Samuel R. Bowman2018 · 503 citations
  79. Few-shot Learning with Multilingual Language ModelsarXiv:2112.10668Xi Victoria Lin, Todor Mihaylov, Mikel Artetxe, et al.2021 · 500 citations
  80. 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
  81. Learning Natural Language Inference with LSTMConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Shuohang Wang, Jing Jiang2016 · 499 citations
  82. GLaM: Efficient Scaling of Language Models with Mixture-of-ExpertsarXiv:2112.06905Nan Du, Yanping Huang, Andrew M. Dai, et al.2021 · 496 citations
  83. Texygen: A Benchmarking Platform for Text Generation ModelsarXiv:1802.01886Yaoming Zhu, Sidi Lu, Lei Zheng, et al.2018 · 495 citations
  84. Semi-Supervised Sequence Modeling with Cross-View TrainingConference on Empirical Methods in Natural Language Processing (EMNLP)Kevin Clark, Minh-Thang Luong, Christopher D. Manning, et al.2018 · 494 citations
  85. Rethinking Attention with PerformersarXiv:2009.14794Krzysztof Choromanski, Valerii Likhosherstov, David Dohan, et al.2020 · 491 citations
  86. Null It Out: Guarding Protected Attributes by Iterative Nullspace ProjectionAnnual Meeting of the Association for Computational Linguistics (ACL)Shauli Ravfogel, Yanai Elazar, Hila Gonen, et al.2020 · 488 citations
  87. On the Automatic Generation of Medical Imaging ReportsAnnual Meeting of the Association for Computational Linguistics (ACL)Baoyu Jing, Pengtao Xie, Eric Xing2018 · 484 citations
  88. 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
  89. Orca: A Distributed Serving System for Transformer-Based Generative ModelsOSDI 2022Gyeong-In Yu, Joo Seong Jeong, Geon-Woo Kim, et al.2022 · 478 citations
  90. In-context Learning and Induction HeadsarXiv:2209.11895Catherine Olsson, Nelson Elhage, Neel Nanda, et al.2022 · 475 citations
  91. Learning to Generate Reviews and Discovering SentimentarXiv:1704.01444Alec Radford, Rafal Jozefowicz, Ilya Sutskever2017 · 474 citations
  92. 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
  93. 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
  94. 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
  95. 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
  96. LinkBERT: Pretraining Language Models with Document LinksAnnual Meeting of the Association for Computational Linguistics (ACL)Michihiro Yasunaga, Jure Leskovec, Percy Liang2022 · 458 citations
  97. 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
  98. Exploring Models and Data for Image Question AnsweringarXiv:1505.02074Mengye Ren, Ryan Kiros, Richard Zemel2015 · 455 citations
  99. 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
  100. LLM-Pruner: On the Structural Pruning of Large Language ModelsConference on Neural Information Processing Systems (NeurIPS)Xinyin Ma, Gongfan Fang, Xinchao Wang2023 · 452 citations

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