Ozan Irsoy

Title: Ozan Irsoy: Innovator in Dialogue Act Classification

Introduction

Ozan Irsoy is a notable inventor based in New York, NY (US). He has made significant contributions to the field of dialogue act classification, particularly in group chat environments. His innovative approach utilizes advanced machine learning techniques to enhance communication in digital platforms.

Latest Patents

Ozan Irsoy holds a patent for "Dialogue act classification in group chats with DAG-LSTMs." This patent outlines systems and methods for classifying a dialogue act in a chat log. Each word of the dialogue act is mapped to a word vector representation. An utterance vector representation of the dialogue act is computed based on the word vector representations. An additional utterance vector representation of the dialogue act is computed based on the utterance vector representation. The additional utterance vector representation is then mapped to a classification of the dialogue act. He has 1 patent to his name.

Career Highlights

Ozan Irsoy is currently employed at Bloomberg Finance L.P., where he applies his expertise in dialogue systems and machine learning. His work contributes to the development of advanced communication tools that facilitate better interactions in financial contexts.

Collaborations

Ozan has collaborated with talented individuals such as Rakesh Gosangi and Haimin Zhang. Their combined efforts in research and development have led to innovative solutions in the field of dialogue act classification.

Conclusion

Ozan Irsoy is a pioneering inventor whose work in dialogue act classification is shaping the future of communication technology. His contributions are invaluable in enhancing the way we interact in digital environments.