Company Filing History:
Years Active: 2023-2025
Title: Anindita Sinha Banerjee: Innovator in Task and Relation Extraction Technologies
Introduction
Anindita Sinha Banerjee is a prominent inventor based in Pune, India. She has made significant contributions to the field of document processing and data extraction. With a total of 2 patents, her work focuses on innovative techniques for extracting tasks and complex relations from documents.
Latest Patents
Anindita's latest patents include groundbreaking methodologies for task extraction and relation mention extraction. The first patent, titled "Extraction of tasks from documents using weakly supervision," addresses the challenge of identifying tasks within documents through a weakly supervised classification technique. This approach defines specific characteristics of tasks and creates labeled data at a word level using various linguistic rules. The method also incorporates a phrase expansion technique to ensure that the complete meaning of the task is captured.
The second patent, "Extracting mentions of complex relation types from documents by using joint first and second RNN layers," tackles the complexities of data extraction from documents with varying structures and content. This patent introduces a joint neural network model that utilizes two sequence labeling layers to extract entity and relation mentions effectively. By creating sentence embeddings and predicting labels for each sentence span, this innovative approach facilitates downstream processing of extracted data.
Career Highlights
Anindita Sinha Banerjee is currently employed at Tata Consultancy Services Limited, where she continues to develop her expertise in data extraction technologies. Her work has garnered attention for its practical applications in various industries, enhancing the efficiency of document processing.
Collaborations
Anindita collaborates with notable colleagues, including Sachin Sharad Pawar and Girish Keshav Palshikar, who contribute to her innovative projects and research endeavors.
Conclusion
Anindita Sinha Banerjee is a trailblazer in the field of task and relation extraction technologies. Her patents reflect her commitment to advancing document processing methodologies, making her a valuable asset in the realm of innovation.