Liang Liang

Title: Innovations by Inventor Liang Liang in Intention Recognition Technology

Introduction

Liang Liang, an accomplished inventor based in Beijing, China, has made significant contributions to the field of intention recognition technology. With a total of four patents to his name, Liang's work primarily focuses on methods and systems that enhance how computers understand and interpret human intentions through language processing.

Latest Patents

Liang’s latest patents include a groundbreaking "Method and Apparatus for Recognizing Intention" alongside a "Non-Transitory Computer-Readable Recording Medium." These innovations involve learning vectors of knowledge base elements from corpus samples and transforming these samples into row vectors. By extracting feature vectors through hierarchical pooling, his methods aim to determine weights correlated with similarities between texts. This meticulous process involves training a vector-based intention recognition classifier to successfully identify user intentions while querying a corpus.

Another key patent introduced by Liang is an "Intention Identification Method and Intention Identification Apparatus," which generate a heterogeneous text network based on language material samples. Utilizing a graph embedding algorithm, this method learns to determine the similarities between various components of language samples and ultimately trains an intention identification model to improve the accuracy of understanding user queries.

Career Highlights

Liang's illustrious career includes experiences with prominent organizations such as Ricoh Company, Ltd. and the Chinese Academy of Agricultural Engineering Planning & Design. His time at these institutions has allowed him to apply his innovative thinking to real-world problems, leading to advancements in technology that facilitate better human-computer interaction.

Collaborations

Throughout his career, Liang has had the opportunity to collaborate with notable peers such as Shikui Wang and Xuefang Hu. These collaborations have played a significant role in his development as an inventor, fostering a creative environment where innovative ideas can thrive and evolve.

Conclusion

In conclusion, Liang Liang’s contributions to intention recognition technology through his patents showcase not only his inventive spirit but also his commitment to advancing the capabilities of artificial intelligence. With his continuous efforts in this domain, he paves the way for future innovations that enhance our interaction with technology and improve understanding in communication systems.