Company Filing History:
Years Active: 2023
Title: Innovations of Inventor Kaiqiang Song
Introduction
Kaiqiang Song is an accomplished inventor based in Oviedo, FL (US). He has made significant contributions to the field of automatic text summarization. His innovative work focuses on enhancing the performance of summarization tasks through advanced methodologies.
Latest Patents
One of his notable patents is the "Generative text summarization system and method." This invention discloses a generative automatic text summarization system that adopts a search and reranking strategy to improve summarization performance. The system employs a transformer neural model trained to learn human abstracts, enabling it to generate abstractive summaries. With multiple summary hypotheses generated, a best-first search algorithm and reranking algorithm are utilized to select the best candidate summary as part of the output.
Career Highlights
Kaiqiang Song is currently associated with Robert Bosch GmbH, where he continues to innovate and contribute to advancements in technology. His work has garnered attention for its practical applications in various industries.
Collaborations
He collaborates with talented individuals in his field, including his coworker Bingqing Wang. Their combined expertise fosters a creative environment that drives innovation.
Conclusion
Kaiqiang Song's contributions to generative text summarization exemplify the impact of innovative thinking in technology. His work not only enhances summarization tasks but also showcases the potential of advanced neural models in practical applications.