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Demonstration
AllenNLP Interpret: Explaining Predictions of NLP Models
Jens Tuyls · Eric Wallace · Matt Gardner · Junlin Wang · Sameer Singh · Sanjay Subramanian
Author Information
Jens Tuyls (University of California, Irvine)
Eric Wallace (U.C. Berkeley)
Matt Gardner (Allen Institute for Artificial Intelligence)
Junlin Wang (University of California Irvine)
Sameer Singh (University of California, Irvine)
Sameer Singh is an Assistant Professor at UC Irvine working on robustness and interpretability of machine learning. Sameer has presented tutorials and invited workshop talks at EMNLP, Neurips, NAACL, WSDM, ICLR, ACL, and AAAI, and received paper awards at KDD 2016, ACL 2018, EMNLP 2019, AKBC 2020, and ACL 2020. Website: http://sameersingh.org/
Sanjay Subramanian (Allen Institute for Artificial Intelligence)
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2020 Tutorial: (Track2) Explaining Machine Learning Predictions: State-of-the-art, Challenges, and Opportunities »
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