Naman Gupta

Title: Naman Gupta: Inventor in Natural Language Processing

Introduction

Naman Gupta is an inventor based in Bhopal, India. His patent work concerns natural language processing (NLP), with a focus on improving word representations used by NLP models. He is associated with Jio Platforms Limited.

Latest Patents

Gupta is named on one patent, titled “System and Method for K-Nugget Discovery and Retrofitting Framework.” The invention describes a pipeline for discovering user metadata, or “k-nuggets,” and retrofitting word embeddings for NLP tasks. Its five stages are lexical, syntactic, semantic, transactional, and language-agnostic. The resulting embeddings can replace a model’s proposed embedding layer, with the aim of improving performance. The approach was evaluated using the SemEval Hinglish and English tweet datasets and the HOT Hinglish tweet dataset, where it achieved state-of-the-art results on the test dataset.

Career Highlights

Gupta’s listed patent reflects work at the intersection of language technology and machine learning. The framework is designed to support NLP tasks by incorporating information gathered across multiple stages of analysis.

Collaborations

Gupta’s listed coworker is Chinesh Doshi. His company affiliation is Jio Platforms Limited.

Conclusion

Naman Gupta’s patent presents a staged method for refining word embeddings, highlighting his contribution to research and development in natural language processing.