Search Results for author: John Morris

Found 3 papers, 0 papers with code

TextAttack: Lessons learned in designing Python frameworks for NLP

no code implementations EMNLP (NLPOSS) 2020 John Morris, Jin Yong Yoo, Yanjun Qi

TextAttack is an open-source Python toolkit for adversarial attacks, adversarial training, and data augmentation in NLP.

Adversarial Attack Data Augmentation

Second-Order NLP Adversarial Examples

no code implementations EMNLP (BlackboxNLP) 2020 John Morris

In these methods, a valid adversarial example fools the model being attacked, and is determined to be semantically or syntactically valid by a second model.

Adversarial Attack Semantic Similarity +3

A Federated Approach for Fine-Grained Classification of Fashion Apparel

no code implementations27 Aug 2020 Tejaswini Mallavarapu, Luke Cranfill, Junggab Son, Eun Hye Kim, Reza M. Parizi, John Morris

As online retail services proliferate and are pervasive in modern lives, applications for classifying fashion apparel features from image data are becoming more indispensable.

Classification General Classification +1

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