Swadheen Kumar Shukla is a notable inventor based in Seattle, WA, with a focus on advancements in dialog processing technology. He holds a total of four patents, showcasing his contributions to the field of artificial intelligence and machine learning.

Latest Patents

One of his latest patents is titled "Hybrid transformer-based dialog processor." This invention provides systems and methods for determining a response to a query in a dialog. An entity extractor is utilized to extract rules and conditions associated with the query, which helps in determining a particular task. The technology generates a transformer-based dialog embedding by pre-training a transformer using dialog corpora that include a variety of tasks. A task-specific classifier generates a first set of candidate responses based on the rules and conditions associated with the task. Additionally, the transformer-based dialog embedding generates a second set of candidate responses to the query. The classifier is designed to accommodate changes made to a task by an interactive dialog editor as part of machine teaching. A response generator then creates a response based on the first and second sets of candidate responses using an optimization function. This technology effectively combines a data-driven generative model with a user-driven task-specific rule-based classifier, allowing for updates in rules and conditions associated with a particular task.

Another significant patent is related to the "Visualization of training dialogs for a conversational bot." This document discusses the creation and updating of a chatbot using a graphical user interface. Training dialogs for the chatbot can be displayed in a tree format on the interface. Based on interactions between a developer and the graphical user interface, the training dialogs can be modified in the tree form, allowing for updates based on the modifications provided.

Career Highlights

Swadheen Kumar Shukla is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate in the field of dialog processing. His work has significantly contributed to the development of advanced conversational agents and chatbots.

Collaborations

He has collaborated with notable coworkers, including Lars Hasso Liden and Matthew D Mazzola, who share a commitment to advancing technology in their respective fields.

Conclusion

Swadheen Kumar Shukla's contributions to dialog processing technology through his patents and work at Microsoft Technology Licensing, LLC, highlight his role as an influential inventor in the tech industry. His innovative approaches are paving the

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