Saurav Jha

Gender Classification of Blog Authors: With Feature Engineering and Deep Learning using LSTM Networks

2017

In this paper, we present two approaches to automatically classify the gender of blog authors: the first is a manual feature extraction based system incorporating two novel feature classes: variable length character sequence patterns and …

Striking a Balance between Classical and Deep Learning Approaches in Natural Language Processing Pedagogy

2024 · arXiv (Cornell University)

While deep learning approaches represent the state-of-the-art of natural language processing (NLP) today, classical algorithms and approaches still find a place in NLP textbooks and courses of recent years. This paper discusses the perspectives of …