Doo Soon Kim

USPTO Granted Patents = 25 (Patent Applications = 5)

Average Co-Inventor Count = 3.5

ph-index = 3

Forward Citations = 77(Granted Patents)

Location History:

Los Gatos, CA (US) (2016 - 2020)
San Jose, CA (US) (2020 - 2024)

Company Filing History:

Accenture Global Services Gmbh

Years Active: 2016-2025

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25 patents (USPTO):Sort by Forward Citations

Abstract keywords

1. 12455911 - Cross-lingual meta-transfer learning adaptation to natural language understanding (2025-10-28),

2. 12431123 - Transcription knowledge graph (2025-09-30),

3. 12363367 - Tailoring and censoring content based on a detected audience (2025-07-15),

4. 12323262 - Systems and methods for coreference resolution (2025-06-03),

5. 12293577 - Systems and methods for image processing using natural language (2025-05-06),

6. 11893345 - Inducing rich interaction structures between words for document-level event argument extraction (2024-02-06),

7. 11709690 - Generating in-app guided edits including concise instructions and coachmarks (2023-07-25),

8. 11630952 - Classifying terms from source texts using implicit and explicit class-recognition-machine-learning models (2023-04-18),

9. 11620457 - Learning to fuse sentences with transformers for summarization (2023-04-04),

10. 11561969 - Utilizing logical-form dialogue generation for multi-turn construction of paired natural language queries and query-language representations (2023-01-24),

11. 11537950 - Utilizing a joint-learning self-distillation framework for improving text sequential labeling machine-learning models (2022-12-27),

12. 11514338 - Active activity planning system and method for supporting temporal constraints (2022-11-29),

13. 11468880 - Dialog system training using a simulated user system (2022-10-11),

14. 11307881 - Systems for generating suggestions with knowledge graph embedding vectors (2022-04-19),

15. 11271876 - Utilizing a graph neural network to identify supporting text phrases and generate digital query responses (2022-03-08),

Title: The Innovative Contributions of Doo Soon Kim in Natural Language Processing

Introduction

Doo Soon Kim, based in San Jose, CA, is a prolific inventor with a remarkable portfolio of 20 patents. His contributions mainly focus on advancements in natural language processing, enhancing the way machines understand and interact with human language.

Latest Patents

Among his latest innovations, Kim has developed systems and methods for document-level event argument extraction. This patent describes a process that receives a document composed of various words and sentences. It cleverly generates word representation vectors and constructs several document structures, including semantic, syntax, and discourse structures. By doing so, it predicts relationships between event trigger words and argument candidate words using these advanced document structures.

Another noteworthy patent focuses on generating in-app guided edits, which includes providing concise instructions and coachmarks for application operations. This innovation utilizes a multi-task summarization neural network to analyze operation descriptions, ensuring that users receive effective guidance within their interfaces, thereby improving usability and user experience.

Career Highlights

Doo Soon Kim has held significant roles in leading companies such as Adobe Inc. and Accenture Global Services GmbH. His expertise and innovative mindset have allowed him to push the boundaries of technology in ways that influence not just his employers but also the broader tech landscape.

Collaborations

Throughout his career, Kim has collaborated with talented individuals including Walter Chang and Trung Huu Bui. Such collaborations highlight his commitment to teamwork and collective problem-solving in pursuit of technological advancements.

Conclusion

Doo Soon Kim’s contributions to the field of natural language processing exemplify the impact of innovation in technology. As he continues to develop groundbreaking inventions, his work not only reshapes the industry but also enhances the way users interact with digital platforms. With numerous patents to his name, Kim's legacy as an influential inventor is firmly established.

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5 patents pending:

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1 patent pending (EPO):

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