Jered McInerney

Title: Jered McInerney: Innovator in Multi-Document Summarization

Introduction

Jered McInerney is a notable inventor based in Brighton, MA (US). He has made significant contributions to the field of natural language processing, particularly in the area of document summarization. His innovative work has led to the development of a patent that enhances the way multiple documents are summarized.

Latest Patents

Jered holds a patent titled "Systems and methods for explainable and factual multi-document summarization." This patent describes methods and systems for summarizing multiple documents effectively. The system receives a plurality of documents and generates embeddings of the sentences from these documents. The embedded sentences are then clustered in a representation space. Sentences from a reference summary are embedded and aligned with the closest cluster. The summarized sentences are computed based on the aligned references, and the natural language processing model is updated accordingly. Additionally, sentences that contradict others within the documents may be masked from the summarization process.

Career Highlights

Jered McInerney is currently employed at Salesforce, Inc., where he applies his expertise in natural language processing. His work at Salesforce has allowed him to contribute to innovative solutions that enhance user experience and information retrieval.

Collaborations

Jered collaborates with talented individuals such as Wojciech Kryscinski and Nazneen Rajani. Their combined efforts in research and development have led to advancements in the field of document summarization.

Conclusion

Jered McInerney is a pioneering inventor whose work in multi-document summarization is shaping the future of natural language processing. His contributions are invaluable to the field and continue to influence advancements in technology.