Kevin Gimpel
- Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
2022/06/09 by Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448 · 3 voices · 129 citations
#cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
- Gaussian Error Linear Units (GELUs)
2016/06/27 by Dan Hendrycks, Kevin Gimpel, Hendrycks, Dan +1 · 328 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
- ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
2019/09/26 by Zhenzhong Lan, Lan, Zhenzhong, Mingda Chen +9 · 2 voices · 304 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- Using Trusted Data to Train Deep Networks on Labels Corrupted by Severe Noise
2018/02/14 by Dan Hendrycks, Hendrycks, Dan, Mantas Mazeika +5 · 22 citations
Computer Science · #Machine Learning and Data Classification #Adversarial Robustness in Machine Learning #Machine Learning and Algorithms
- Adversarial Example Generation with Syntactically Controlled Paraphrase\n Networks
2018/04/17 by Mohit Iyyer, John Wieting, Iyyer, Mohit +5 · 10 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Chess as a Testbed for Language Model State Tracking
2021/02/26 by Shubham Toshniwal, Toshniwal, Shubham, Sam M. Wiseman +5 · 10 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
- Learning to Ignore: Long Document Coreference with Bounded Memory Neural\n Networks
2020/10/06 by Shubham Toshniwal, Sam M. Wiseman, Toshniwal, Shubham +7 · 4 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
- Early Methods for Detecting Adversarial Images
2016/08/01 by Dan Hendrycks, Kevin Gimpel, Hendrycks, Dan +1 · 2 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)
- How to Ask Better Questions? A Large-Scale Multi-Domain Dataset for Rewriting Ill-Formed Questions
2019/11/21 by Zewei Chu, Mingda Chen, Chu, Zewei +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
- 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