Tarun Joshi | DeepAI

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Document Automation Architectures: Updated Survey in Light of Large Language Models

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Pruning Attention Heads of Transformer Models Using A* Search: A Novel Approach to Compress Big NLP Architectures

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Self-interpretable Convolutional Neural Networks for Text Classification

Deep learning models for natural language processing (NLP) are inherentl...

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∙ 04/20/2021

Robustness Tests of NLP Machine Learning Models: Search and Semantically Replace

This paper proposes a strategy to assess the robustness of different mac...

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Grammar error handling (GEH) is an important topic in natural language p...

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SHAP values for Explaining CNN-based Text Classification Models

Deep neural networks are increasingly used in natural language processin...

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Model Robustness with Text Classification: Semantic-preserving adversarial attacks

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