Jugal Kalita

Towards Multimodal Vision-Language Models Generating Non-Generic Text

Jul 09, 2022
Wes Robbins, Zanyar Zohourianshahzadi, Jugal Kalita

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* 2021 International Conference on Natural Language Processing

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ZoDIAC: Zoneout Dropout Injection Attention Calculation

Jun 28, 2022
Zanyar Zohourianshahzadi, Jugal Kalita

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* This work has been submitted to SN-AIRE journal and is currently under review

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Using Random Perturbations to Mitigate Adversarial Attacks on Sentiment Analysis Models

Feb 11, 2022
Abigail Swenor, Jugal Kalita

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* To be published in the proceedings for the 18th International Conference on Natural Language Processing (ICON 2021)

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Incremental Deep Neural Network Learning using Classification Confidence Thresholding

Jun 21, 2021
Justin Leo, Jugal Kalita

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* Accepted to IEEE TNNLS

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Improving Computer Generated Dialog with Auxiliary Loss Functions and Custom Evaluation Metrics

Jun 04, 2021
Thomas Conley, Jack St. Clair, Jugal Kalita

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* Proceedings of ICON-2018, Patiala, India. December 2018, pages 143--149

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Language Model Metrics and Procrustes Analysis for Improved Vector Transformation of NLP Embeddings

Jun 04, 2021
Thomas Conley, Jugal Kalita

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* Proceedings of the 17th International Conference on Natural Language Processing, pages 170-174, Patna, India, December 18-21, 2020

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Solving Arithmetic Word Problems with Transformers and Preprocessing of Problem Text

Jun 02, 2021
Kaden Griffith, Jugal Kalita

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* arXiv admin note: substantial text overlap with arXiv:1912.00871

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Classifying Malware Images with Convolutional Neural Network Models

Oct 30, 2020
Ahmed Bensaoud, Nawaf Abudawaood, Jugal Kalita

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* Vol.22, No.6, PP.1022-1031, Nov. 2020
* 12 pages, 11 Figures

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Multi-task learning for natural language processing in the 2020s: where are we going?

Jul 22, 2020
Joseph Worsham, Jugal Kalita

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* Pattern Recognition Letters 136 (2020) 120-126
* 12 pages, 2 figures. Published in Elsevier Pattern Recognition Letters Volume 136. Accepted manuscript published here

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Abstractive and mixed summarization for long-single documents

Jul 03, 2020
Roger Barrull, Jugal Kalita

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