Hierarchical Neural Network Approaches for Long Document Classification

no code implementations • 18 Jan 2022 • Snehal Khandve, Vedangi Wagh, Apurva Wani, Isha Joshi, Raviraj Joshi

Along with the hierarchical approaches, this work also provides a comparison of different deep learning algorithms like USE, BERT, HAN, Longformer, and BigBird for long document classification.

Document Classification Sentence +2

Comparative Study of Long Document Classification

no code implementations • 1 Nov 2021 • Vedangi Wagh, Snehal Khandve, Isha Joshi, Apurva Wani, Geetanjali Kale, Raviraj Joshi

We re-iterate that long document classification is a simpler task and even basic algorithms perform competitively with BERT-based approaches on most of the datasets.

BIG-bench Machine Learning Document Classification +1

Evaluating Deep Learning Approaches for Covid19 Fake News Detection

no code implementations • 11 Jan 2021 • Apurva Wani, Isha Joshi, Snehal Khandve, Vedangi Wagh, Raviraj Joshi

These platforms have led to an increase in the creation and spread of fake news.

Fake News Detection Language Modelling +2