Company Filing History:
Years Active: 2012-2013
Title: Scott A. Waterman: Innovator in Natural Language Processing
Introduction
Scott A. Waterman is a notable inventor based in Campbell, California. He has made significant contributions to the field of natural language processing, holding a total of 2 patents. His work focuses on enhancing the efficiency and accuracy of information indexing and querying through innovative technologies.
Latest Patents
One of Scott's latest patents is titled "Natural language hypernym weighting for word sense disambiguation." This technology describes methods for probabilistically assigning weights to word senses and hypernyms of a word. The weights can be utilized in various natural language processing applications, such as information indexing and querying. A word hypernym weight (WHW) score can be determined by summing word sense probabilities of word senses from which the hypernym is inherited. These WHW scores can help prune hypernyms prior to indexing and rank query results, leading to more refined and accurate outcomes based on reduced user inputs.
Another significant patent focuses on "Efficiently representing word sense probabilities." In this patent, word sense probabilities are compressed for storage in a semantic index. Each word sense is mapped to a number of 'buckets' by assigning a bucket score to the word sense. A scoring function is employed to maximize the entropy of the assigned bucket scores. The stored bucket scores can be utilized to prune and rank word senses during query execution using the semantic index.
Career Highlights
Scott A. Waterman is currently associated with Microsoft Technology Licensing, LLC, where he continues to innovate in the realm of natural language processing. His work has had a profound impact on how information is indexed and retrieved, making significant strides in the efficiency of semantic searches.
Collaborations
Scott has collaborated with notable colleagues, including Rion Langley Snow and Barney Pell. Their combined expertise has contributed to the advancement of technologies in the field.
Conclusion
Scott A. Waterman is a distinguished inventor whose work in natural language processing has led to innovative solutions for information indexing and querying. His patents reflect a commitment to enhancing the efficiency and accuracy of semantic searches, making a lasting impact in the field.