Diana Mingels

Title: Innovations of Diana Mingels

Introduction

Diana Mingels is an accomplished inventor based in Washington, DC. She has made significant contributions to the field of natural language processing and conversational systems. With a total of six patents to her name, her work has advanced the capabilities of chatbots and dialogue systems.

Latest Patents

One of her latest patents is titled "Graph-based natural language generation for conversational systems." This invention involves a computing device that represents dialog for output by a chatbot as a response graph. The graph consists of nodes and edges, which may have attributes and can be linked with another graph. The device allows for the representation of traversal paths through the graph as rows in a database table, enabling users to add, edit, and delete nodes and edges through a graphical user interface. Additionally, it generates visualizations of traversal paths of a response graph.

Another notable patent is "Multi-turn dialogue response generation with template generation." This invention utilizes machine classifiers to capture long-term temporal dependencies in turn-based dialogues. By employing natural language processing techniques, the system understands user intent and generates appropriate responses. It also determines persona attributes based on user utterances, allowing for tailored responses that match the tone of the task.

Career Highlights

Diana Mingels currently works at Capital One Services, LLC, where she continues to innovate in the field of conversational AI. Her work has been instrumental in enhancing user interactions with technology through improved dialogue systems.

Collaborations

Some of her notable coworkers include Zachary Kulis and Erik Thomas Mueller, who contribute to the collaborative environment that fosters innovation at Capital One.

Conclusion

Diana Mingels is a pioneering inventor whose work in natural language processing has significantly impacted the development of conversational systems. Her patents reflect her commitment to advancing technology and improving user experiences.