Location History:
- Changsha, CN (2020 - 2022)
- Hunan, CN (2022)
Company Filing History:
2 out of 71 
1 out of 832,718 Years Active: 2020-2022
Title: Aimin Luo: Innovator in Clarification Question Generation and Sentence Embedding
Introduction
Aimin Luo is a prominent inventor based in Changsha, China. He has made significant contributions to the fields of artificial intelligence and natural language processing. With a total of three patents to his name, Luo's work focuses on enhancing the interaction between users and electronic devices through innovative methods.
Latest Patents
Luo's latest patents include a method, system, electronic device, and storage medium for clarification question generation. This invention provides a comprehensive approach to generating clarification questions by extracting entity information from a user's fuzzy context input. The process involves utilizing a pre-built clarification question generation neural network model to create templates and render entity phrases, ultimately generating relevant clarification questions for users.
Another notable patent is a device and text representation method applied to sentence embedding. This invention introduces a two-level interaction representation that combines local and global interactions to improve the accuracy and efficiency of sentence embeddings. The method significantly outperforms traditional models, such as the Tree-LSTM model, in terms of accuracy.
Career Highlights
Aimin Luo has worked at the National University of Defense Technology, where he has contributed to various research projects and innovations. His expertise in artificial intelligence and natural language processing has positioned him as a valuable asset in the field.
Collaborations
Luo has collaborated with notable colleagues, including Honghui Chen and Fei Cai. Their combined efforts have led to advancements in the technologies they have developed.
Conclusion
Aimin Luo's innovative work in clarification question generation and sentence embedding showcases his commitment to advancing technology in artificial intelligence. His contributions continue to influence the way users interact with electronic devices, making significant strides in the field.
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