Location History:
- Tianjin, CN (2021)
- Tongchuan, CN (2022)
Company Filing History:
Years Active: 2021-2022
Title: Innovations by Inventor Meng Ting Hu
Introduction
Meng Ting Hu, located in Tianjin, China, is a notable inventor recognized for his contributions to sentiment analysis technologies. With two patented inventions to his name, Hu is making strides in the field of artificial intelligence and data analysis.
Latest Patents
Meng Ting Hu's latest patents focus on innovative methods for sentiment analysis. The first is titled "Opinion snippet detection for aspect-based sentiment analysis." This invention provides a computer-implemented method, computer system, and computer program product for aspect-based sentiment analysis. In this method, one or more processing units receive at least one sentence and aspect, determining opinion snippets based on a trained aspect-sentence fusion model. It then calculates sentiment predictions for these snippets.
The second patent is "Multi-aspect sentiment analysis by collaborative attention allocation." This method employs long short-term memory (LSTM) neural networks to analyze sequences of word vectors extracted from sentences. By implementing an attention mechanism, it concurrently generates attention weight vectors for multiple aspects, outputting predicted sentiments for each aspect to the user interface of a computing device.
Career Highlights
Meng Ting Hu is a significant contributor to his team at International Business Machines Corporation (IBM). His work primarily revolves around enhancing machine learning techniques that facilitate better understanding of consumer sentiments.
Collaborations
Throughout his career, Meng Ting Hu has collaborated with esteemed colleagues such as Shiwan Zhao and Zhong Su. These partnerships have amplified the impact of his research and have fostered an environment of innovation and creativity.
Conclusion
Meng Ting Hu's work exemplifies the forward-thinking approach that drives the technology sector today. His patents in sentiment analysis underscore the importance of understanding consumer behavior through advanced computational methods. As he continues to develop innovative technologies at IBM, his contributions will undoubtedly influence future developments in artificial intelligence and data processing.