Samuel McIntire Thomson

Title: Samuel McIntire Thomson: Innovator in Semantic Parsing and Dataflow Programs

Introduction

Samuel McIntire Thomson is an accomplished inventor based in Berkeley, CA. He holds 2 patents and has made significant contributions to the fields of natural language processing and program execution. His innovative work focuses on enhancing the interaction between humans and machines through advanced semantic parsing techniques.

Latest Patents

Thomson's latest patents include groundbreaking technologies that improve the way programs are generated from natural language utterances. One of his patents, titled "Semantic parsing of utterance using contractive paraphrasing," provides systems and methods for automatically generating a program based on a natural language utterance. This process involves translating the utterance into logical instructions for execution, utilizing a pre-trained natural language model. The model employs a transformer to paraphrase sequences of words, generating a canonical utterance as an intermediate form before producing the logical form for execution.

Another notable patent is "Speculative execution of dataflow program nodes." This computer-implemented method involves receiving a series of utterance prefixes, each derived from progressively longer portions of a full user utterance. For each prefix, a complete dataflow program is predicted, which includes multiple program nodes to be executed. The method allows for the speculative execution of selected program nodes based on the received utterance prefixes, enhancing the efficiency of program execution.

Career Highlights

Samuel McIntire Thomson is currently associated with Microsoft Technology Licensing, LLC, where he continues to innovate and develop new technologies. His work has positioned him as a key figure in the advancement of natural language processing and program execution methodologies.

Collaborations

Thomson has collaborated with notable professionals in his field, including Emmanouil Antonios Platanios and Jason Michael Eisner. These collaborations have further enriched his research and development efforts, leading to impactful innovations.

Conclusion

Samuel McIntire Thomson is a prominent inventor whose work in semantic parsing and dataflow programs has significantly advanced the field of natural language processing. His contributions continue to shape the future of human-computer interaction and program execution.