This inventor holds 2 USPTO granted patents. Top assignee: International Business Machines Corporation. Active years: 2022.
Location History:
- Cambridge, MA (US) (2022)
- Albany, NY (US) (2022)
Company Filing History:
Years Active: 2022
Title: Innovations by Eleanor Pence
Introduction
Eleanor Pence is a notable inventor based in Cambridge, MA (US). She has made significant contributions to the field of computer science, particularly in the area of source code analysis and representation. With a total of 2 patents, her work focuses on enhancing the understanding and detection of errors in source code through innovative methods.
Latest Patents
Eleanor's latest patents include a computer-implemented method for representing source code in vector space to detect errors. This invention involves parsing source code into an abstract syntax tree, which is then traversed to produce a sequence of tokens. Token embeddings are constructed for a subset of these tokens and inputted into an encoder artificial neural network. The decoder artificial neural network is then initialized with the final internal cell state of the encoder, allowing for effective error detection in the source code.
Another significant patent is a method for generating vector representations of code snippets that capture semantic similarity. This involves collecting two training sets of code snippets, one representing semantic similarity and the other representing semantic dissimilarity. A machine learning model generates vector representations of these code snippets, minimizing the loss value to capture semantic relationships effectively.
Career Highlights
Eleanor Pence is currently employed at International Business Machines Corporation (IBM), where she continues to innovate and contribute to advancements in technology. Her work has garnered attention for its practical applications in software development and error detection.
Collaborations
Eleanor collaborates with talented individuals such as Alexander Sobran and Bo Zhang, enhancing her research and development efforts through teamwork and shared expertise.
Conclusion
Eleanor Pence's contributions to the field of computer science through her patents and innovative methods demonstrate her commitment to advancing technology. Her work not only aids in error detection but also enhances the understanding of code semantics, making her a valuable asset in the tech industry.