Haopeng Zheng

Title: Haopeng Zheng: Innovator in Document Summarization Technology

Introduction

Haopeng Zheng is a notable inventor based in San Francisco, CA. He has made significant contributions to the field of document summarization through his innovative patent. His work focuses on enhancing the accuracy and faithfulness of document summaries, which is crucial in today's information-rich environment.

Latest Patents

Haopeng Zheng holds a patent titled "Systems and methods for abstractive document summarization with entity coverage control." This patent describes systems and methods that utilize fine-tuning of pre-trained abstractive summarization models. These models are designed to produce summaries that more accurately reflect the content of the original documents. The process involves generating pseudo labels or control codes that represent the faithfulness of the summary concerning the article. The fine-tuned models significantly improve the quality of document summarization tasks.

Career Highlights

Haopeng Zheng is currently employed at Salesforce.com, Inc., where he continues to develop innovative solutions in the field of document processing. His expertise in machine learning and natural language processing has positioned him as a valuable asset in his organization.

Collaborations

Throughout his career, Haopeng has collaborated with talented individuals such as Semih Yavuz and Wojciech Kryscinski. These collaborations have further enriched his work and contributed to advancements in document summarization technologies.

Conclusion

Haopeng Zheng's contributions to the field of document summarization are noteworthy. His innovative patent and ongoing work at Salesforce.com, Inc. highlight his commitment to improving how we process and understand information. His efforts are paving the way for more effective summarization techniques in the future.