Milda Norkute

Title: Milda Norkute: Innovator in AI Explainability

Introduction

Milda Norkute is a prominent inventor based in Zurich, Switzerland. She has made significant contributions to the field of artificial intelligence, particularly in the area of explainability. Her work focuses on developing methods and systems that enhance the understanding of AI model outputs.

Latest Patents

Milda holds a patent for "Systems and methods for analysis explainability." This patent outlines innovative methods for presenting AI explainability metrics associated with model-based results. The technology involves applying a model to a source document to generate a summary. An attention score is determined for each token in the source document, indicating its relevance to the model-based summary. The tokens are aligned with words in the source document, and the attention scores are combined to generate an overall attention score for each word. This allows for a clearer presentation of the relevance of specific words in the context of the AI-generated summary.

Career Highlights

Milda Norkute is currently employed at Thomson Reuters Enterprise Centre GmbH, where she continues to advance her research in AI and machine learning. Her work is instrumental in bridging the gap between complex AI models and user comprehension.

Collaborations

Milda collaborates with talented professionals in her field, including Nadja Herger and Nina Hristozova. These collaborations enhance the innovative potential of her projects and contribute to the development of cutting-edge technologies.

Conclusion

Milda Norkute is a trailblazer in the realm of AI explainability, with her patent and work at Thomson Reuters showcasing her commitment to making AI more understandable. Her contributions are paving the way for future advancements in the field.