129 citations · 717 across the 46 of their papers we have counts for
5 papers · 1 filter
Adversarial Analysis of Natural Language Inference Systems
Tiffany Chien, Jugal Kalita
The release of large natural language inference (NLI) datasets like SNLI and MNLI have led to rapid development and improvement of completely neural systems for the task. Most rece…
Solving Arithmetic Word Problems Automatically Using Transformer and Unambiguous Representations
Kaden Griffith, Jugal Kalita
Constructing accurate and automatic solvers of math word problems has proven to be quite challenging. Prior attempts using machine learning have been trained on corpora specific to…
Authentication of Smartphone Users Using Behavioral Biometrics
Abdulaziz Alzubaidi, Jugal Kalita
Smartphones and tablets have become ubiquitous in our daily lives. Smartphones, in particular, have become more than personal assistants. These devices have provided new avenues fo…
Moving Towards Open Set Incremental Learning: Readily Discovering New Authors
Justin Leo, Jugal Kalita
The classification of textual data often yields important information. Most classifiers work in a closed world setting where the classifier is trained on a known corpus, and then i…
Toward Robust Image Classification
Basemah Alshemali, Alta Graham, Jugal Kalita
Neural networks are frequently used for image classification, but can be vulnerable to misclassification caused by adversarial images. Attempts to make neural network image classif…