Saswati Dana

Title: Saswati Dana: Innovator in Knowledge Graphs and Automated Fact-Checking

Introduction

Saswati Dana is a prominent inventor based in Bengaluru, India. She has made significant contributions to the fields of knowledge graphs and automated fact-checking. With a total of 6 patents to her name, her work is at the forefront of technological innovation.

Latest Patents

One of her latest patents is titled "Knowledge graph question answering with neural machine translation." This invention utilizes a modular two-stage neural architecture to translate natural language questions into logic forms, specifically SPARQL queries. The first stage employs a neural machine translation-based sequence-to-sequence model to create a SPARQL silhouette, while the second stage involves a neural graph search module that predicts the correct relations within the underlying knowledge graph.

Another notable patent is "Automated fact checking using iterative knowledge base querying." This invention decomposes natural language assertions into question and answer pairs. It translates the initial question into a structured knowledge graph query and performs an iterative process of querying the knowledge graph. This process evaluates the responses to generate confidence scores, ultimately determining the factual correctness of the assertion.

Career Highlights

Saswati Dana has worked with leading companies in the technology sector, including IBM and Samsung Electronics. Her experience in these organizations has allowed her to develop and refine her innovative ideas, contributing to her success as an inventor.

Collaborations

Some of her notable coworkers include Dinesh Garg and Dinesh Khandelwal. Their collaboration has likely played a role in advancing her research and development efforts.

Conclusion

Saswati Dana is a trailblazer in the realm of knowledge graphs and automated fact-checking. Her innovative patents reflect her commitment to advancing technology and improving the accuracy of information retrieval. Her contributions are paving the way for future advancements in these critical areas.