Mohit Bansal

Title: Mohit Bansal: Innovator in Machine Learning Systems

Introduction

Mohit Bansal is a prominent inventor based in Carrboro, NC (US). He has made significant contributions to the field of machine learning, particularly in the area of fact extraction and claim verification. His innovative work has led to the development of advanced systems that enhance the accuracy and efficiency of information retrieval.

Latest Patents

Mohit Bansal holds a patent for "Machine learning systems and methods for many-hop fact extraction and claim verification." This patent describes a system that receives a claim and retrieves a relevant document from a dataset. The document is selected based on a relatedness score that indicates its relevance to the claim. The system further analyzes the document to extract sentences that are most likely to support the claim, thereby improving the verification process.

Career Highlights

Bansal is currently employed at Insurance Services Office, Inc., where he applies his expertise in machine learning to develop innovative solutions. His work focuses on enhancing the capabilities of systems that process and verify claims, making significant strides in the insurance industry.

Collaborations

Mohit collaborates with talented individuals such as Yichen Jiang and Shikha Bordia. Together, they work on advancing machine learning technologies and exploring new applications in various fields.

Conclusion

Mohit Bansal's contributions to machine learning and his innovative patent demonstrate his commitment to improving information retrieval systems. His work not only enhances the accuracy of claim verification but also showcases the potential of machine learning in various industries.