Logan Lebanoff

Title: Innovations of Logan Lebanoff in Sentence Fusion Technology

Introduction

Logan Lebanoff is an innovative inventor based in Winter Haven, FL (US). He has made significant contributions to the field of natural language processing, particularly in the area of sentence fusion technology. His work focuses on enhancing the way sentences are combined for better summarization.

Latest Patents

Logan holds a patent titled "Learning to fuse sentences with transformers for summarization." This patent describes systems and methods for sentence fusion. The embodiments of this invention receive coreference information for a first sentence and a second sentence. The coreference information identifies entities associated with both a term of the first sentence and a term of the second sentence. An entity constraint is applied to an attention head of a sentence fusion network, limiting attention weights to terms that correspond to the same entity of the coreference information. Ultimately, the invention predicts a fused sentence using the sentence fusion network based on the entity constraint, combining information from both sentences.

Career Highlights

Logan is currently employed at Adobe, Inc., where he continues to develop and refine his innovative ideas. His work at Adobe allows him to collaborate with other talented professionals in the field of technology and artificial intelligence.

Collaborations

Some of Logan's notable coworkers include Franck Dernoncourt and Doo Soon Kim. Their collaboration fosters a creative environment that encourages the development of cutting-edge technologies.

Conclusion

Logan Lebanoff's contributions to sentence fusion technology exemplify the innovative spirit of modern inventors. His patent and work at Adobe, Inc. highlight the importance of collaboration and creativity in advancing technology.