Company Filing History:
Years Active: 2024-2025
Title: Rishabh Bhardwaj: Innovator in Natural Language Understanding
Introduction
Rishabh Bhardwaj is a notable inventor based in Singapore, SG. He has made significant contributions to the field of natural language understanding through his innovative patents. With a total of 2 patents to his name, Rishabh is recognized for his cutting-edge work in the realm of artificial intelligence.
Latest Patents
Rishabh's latest patents include "Systems and methods for contextualized and quantized soft prompts for natural language understanding." This invention introduces a soft prompt tuning technique known as the Vector Quantized Input-contextualized Prompt (VIP). The VIP technique possesses two integral properties. First, it generates a contextualized version of soft prompts that is conditional on the input text, rather than relying on a fixed set of prompt tokens. Second, it processes the input-contextualized prompt tokens through a quantization network, which is inspired by Vector Quantized Transformers. This quantization network employs nearest neighbor search over a learnable codebook to train a discrete latent variable model over the prompt-space. Consequently, it generates quantized versions of contextual prompt tokens, which are then fed into a frozen language model alongside the original input text.
Career Highlights
Rishabh currently works at Salesforce, Inc., where he continues to develop innovative solutions in the field of artificial intelligence. His work has garnered attention for its potential to enhance natural language processing capabilities.
Collaborations
Some of Rishabh's coworkers include Amrita Saha and Chu Hong Hoi, who contribute to the collaborative environment at Salesforce, Inc.
Conclusion
Rishabh Bhardwaj is a prominent inventor whose work in natural language understanding is paving the way for advancements in artificial intelligence. His innovative patents reflect his commitment to enhancing technology in meaningful ways.