Location History:
- New York, NY (US) (2017 - 2019)
- Durham, NC (US) (2019)
Company Filing History:
Years Active: 2017-2019
Title: Beata J Strack: Innovator in Natural Language Processing
Introduction
Beata J Strack is a prominent inventor based in New York, NY (US). She has made significant contributions to the field of natural language processing (NLP) through her innovative patents. With a total of 3 patents, her work focuses on enhancing question-answering systems and corpus quality analysis.
Latest Patents
One of her latest patents is titled "Geometry-directed active question selection for question answering systems." This patent describes an active learning framework that identifies informative questions to be added to existing question-answer pairs in a training dataset for a learning model. The approach utilizes a spatial-directed clustering algorithm to partition the relevant question-answer space of unlabeled data. A margin-induced loss function is employed to rank questions, ensuring that the most relevant questions are selected for labeling.
Another notable patent is "Corpus quality analysis," which provides a mechanism for analyzing the quality of candidate corpora in data processing systems. This mechanism applies filters to determine how well a candidate corpus supplements existing corpora for NLP operations. If deemed beneficial, the candidate corpus is added to the existing corpora, enhancing the overall quality of the data used for NLP tasks.
Career Highlights
Beata J Strack is currently employed at International Business Machines Corporation (IBM), where she continues to innovate in the field of technology. Her work has had a profound impact on the development of more efficient and effective NLP systems.
Collaborations
Throughout her career, Beata has collaborated with notable colleagues, including Corville O Allen and Andrew Ronald Freed. These collaborations have further enriched her contributions to the field.
Conclusion
Beata J Strack is a trailblazer in the realm of natural language processing, with her patents paving the way for advancements in question-answering systems and corpus quality analysis. Her work at IBM and collaborations with esteemed colleagues highlight her commitment to innovation in technology.