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Gimpel, Kevin

  1. Gaussian Error Linear Units (GELUs)
    2016/06/27 by Dan Hendrycks, Kevin Gimpel, Hendrycks, Dan +1 · 427 citations
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  2. ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
    2019/09/26 by Zhenzhong Lan, Lan, Zhenzhong, Mingda Chen +9 · 2 voices · 409 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
  3. Using Trusted Data to Train Deep Networks on Labels Corrupted by Severe Noise
    2018/02/14 by Dan Hendrycks, Hendrycks, Dan, Mantas Mazeika +5 · 35 citations
    Computer Science · #Machine Learning and Data Classification #Adversarial Robustness in Machine Learning #Machine Learning and Algorithms
  4. Adversarial Example Generation with Syntactically Controlled Paraphrase\n Networks
    2018/04/17 by Mohit Iyyer, Iyyer, Mohit, John Wieting +5 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  5. Chess as a Testbed for Language Model State Tracking
    2021/02/26 by Shubham Toshniwal, Sam M. Wiseman, Toshniwal, Shubham +5 · 12 citations
    Computer Science · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Sports Analytics and Performance #Topic Modeling
  6. Towards Universal Paraphrastic Sentence Embeddings
    2015/11/25 by John Wieting, Mohit Bansal, Wieting, John +5 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  7. Beyond BLEU: Training Neural Machine Translation with Semantic Similarity
    2019/09/14 by Wieting, John, Berg-Kirkpatrick, Taylor, Gimpel, Kevin +1 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  8. Learning to Ignore: Long Document Coreference with Bounded Memory Neural\n Networks
    2020/10/06 by Shubham Toshniwal, Toshniwal, Shubham, Sam M. Wiseman +7 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  9. SummScreen: A Dataset for Abstractive Screenplay Summarization
    2021/04/14 by Chen, Mingda, Chu, Zewei, Wiseman, Sam +1 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  10. Early Methods for Detecting Adversarial Images
    2016/08/01 by Dan Hendrycks, Hendrycks, Dan, Kevin Gimpel +1 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  11. WikiTableT: A Large-Scale Data-to-Text Dataset for Generating Wikipedia Article Sections
    2020/12/29 by Mingda Chen, Sam Wiseman, Chen, Mingda +3 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related gene regulation #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  12. Paraphrastic Representations at Scale
    2021/04/30 by Wieting, John, Gimpel, Kevin, Neubig, Graham +1 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. Who did What: A Large-Scale Person-Centered Cloze Dataset
    2016/08/19 by Takeshi Onishi, Onishi, Takeshi, Hai Wang +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  14. How to Ask Better Questions? A Large-Scale Multi-Domain Dataset for Rewriting Ill-Formed Questions
    2019/11/21 by Zewei Chu, Chu, Zewei, Mingda Chen +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  15. On Generalization in Coreference Resolution
    2021/09/20 by Toshniwal, Shubham, Xia, Patrick, Wiseman, Sam +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  16. GEE! Grammar Error Explanation with Large Language Models
    2023/11/16 by Yixiao Song, Kalpesh Krishna, Song, Yixiao +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  17. Charagram: Embedding Words and Sentences via Character n-grams
    2016/07/10 by Wieting, John, Bansal, Mohit, Gimpel, Kevin +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  18. Learning Paraphrastic Sentence Embeddings from Back-Translated Bitext
    2017/06/06 by Wieting, John, Mallinson, Jonathan, Gimpel, Kevin · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. Controllable Paraphrase Generation with a Syntactic Exemplar
    2019/06/03 by Chen, Mingda, Tang, Qingming, Wiseman, Sam +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  20. Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations
    2019/08/31 by Mingda Chen, Chen, Mingda, Zewei Chu +3 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  21. Generating Diverse Story Continuations with Controllable Semantics
    2019/09/30 by Tu, Lifu, Ding, Xiaoan, Yu, Dong +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  22. Latent-Variable Generative Models for Data-Efficient Text Classification
    2019/10/01 by Xiaoan Ding, Kevin Gimpel, Ding, Xiaoan +1 · 1 citation
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  23. Learning Probabilistic Sentence Representations from Paraphrases
    2020/05/16 by Mingda Chen, Chen, Mingda, Kevin Gimpel +1 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  24. "What makes a question inquisitive?" A Study on Type-Controlled Inquisitive Question Generation
    2022/05/17 by Gao, Lingyu, Ghosh, Debanjan, Gimpel, Kevin · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation
    2020/05/02 by Lifu Tu, Richard Yuanzhe Pang, Tu, Lifu +5 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis