Arzoo Katiyar

Title: Arzoo Katiyar: Innovator in Named Entity Recognition

Introduction

Arzoo Katiyar is an accomplished inventor based in Ithaca, NY (US). He has made significant contributions to the field of named entity recognition (NER), showcasing his innovative spirit and technical expertise.

Latest Patents

Arzoo holds 1 patent for his work on a few-shot named-entity recognition system. This groundbreaking patent describes a method where a first NER system is adapted to create a second NER system capable of recognizing new named entities using few-shot learning. The second NER system processes support tokens that provide examples of the new named entity and input tokens that may contain it. By utilizing a classifier from the first NER system, the second NER system computes support token embeddings and input token embeddings. It then recognizes the new named entity in the input tokens through abstract tag transition probabilities and distances between the embeddings.

Career Highlights

Arzoo is currently employed at Asapp, Inc., where he continues to develop innovative solutions in the field of artificial intelligence and natural language processing. His work has garnered attention for its potential applications in various industries.

Collaborations

Arzoo collaborates with Yi Yang, a talented woman in the same field. Their partnership exemplifies the importance of teamwork in driving innovation and achieving breakthroughs in technology.

Conclusion

Arzoo Katiyar's contributions to named entity recognition highlight his role as a forward-thinking inventor. His work not only advances the field but also sets the stage for future innovations in artificial intelligence.