Haimin Zhang

Title: Haimin Zhang: Innovator in Dialogue Act Classification

Introduction: Haimin Zhang is a notable inventor based in Short Hills, NJ (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 efficiency.

Latest Patents: Haimin Zhang 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. This patent showcases his expertise in natural language processing and machine learning.

Career Highlights: Haimin Zhang is currently employed at Bloomberg Finance L.P., where he applies his skills in technology and innovation. His work at Bloomberg allows him to contribute to advancements in financial technology and data analysis.

Collaborations: Haimin has collaborated with talented individuals such as Ozan Irsoy and Rakesh Gosangi. These collaborations have fostered a creative environment that encourages the development of cutting-edge solutions in dialogue act classification.

Conclusion: Haimin Zhang's contributions to dialogue act classification demonstrate his innovative spirit and technical expertise. His work continues to influence the way we understand and process communication in digital environments.