Tianxin Liang

Title: Innovations of Tianxin Liang

Introduction

Tianxin Liang is a notable inventor based in Beijing, China. He has made significant contributions to the field of human-computer interaction and event extraction technologies. With a total of 3 patents, his work focuses on enhancing the way humans interact with computers and improving the efficiency of information extraction.

Latest Patents

One of Tianxin Liang's latest patents is a human-computer interaction method and apparatus, along with a computer-readable storage medium and electronic device. This innovation relates to the technical field of computer question answering. The method includes receiving an input question, extracting entities and relationships involved in the question, querying an answer in a knowledge graph, and displaying a sub-graph that includes relevant entities and a directional identifier to illustrate the reasoning path of the query process.

Another significant patent is a method for event extraction and extraction model training, which includes processing an object text using a preset extraction model to determine event information. This event information encompasses event elements, types, and roles corresponding to those elements. The extraction model features a classification layer to determine token attributes and an output layer to identify event elements based on those attributes.

Career Highlights

Tianxin Liang has worked with prominent companies such as BOE Technology Group Co., Ltd. and BOE Technology Group. His experience in these organizations has allowed him to develop and refine his innovative ideas in technology.

Collaborations

Tianxin has collaborated with notable coworkers, including Ken Wen and Wenchu Dong, who is a woman. These collaborations have contributed to the advancement of his projects and innovations.

Conclusion

Tianxin Liang's contributions to the fields of human-computer interaction and event extraction are noteworthy. His patents reflect a commitment to improving technology and enhancing user experience. His work continues to influence the development of innovative solutions in the tech industry.