DocQA™ is a good tool. It is powered by Document AI, DocQuery AI, With DocQA™, you can find answers to all your questions in invoices and income statements.
정보 업데이트:2023년 11월 6일
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개요
In Google docs™, DocQA™ add-on is a good tool. Its functions include but are not limited to: providing document Q&A, extracting information from pdf documents or image documents, and answering your questions based on the information, document OCR, invoice OCR, invoice Q&A.
It is powered by state-of-the-art DocQuery AI, Document AI. Document Query Engine Powered by Large Language Models, including:
 Microsoft LayoutLMv3 AI,
Microsoft OCR-LayoutLMv3-Invoice AI,
impira/layoutlm-document-qa AI(Microsoft LayoutLM Model fine-tuned version based on document data),
impira/layoutlm-invoices AI(Microsoft LayoutLM Model fine-tuned version based on invoice data).
With DocQA™, you can find answers to all your questions in invoices and income statements.

Introduction to AI
This is a fine-tuned version of the multi-modal LayoutLM model for the task of question answering on documents. It has been fine-tuned using both the SQuAD2.0 and DocVQA datasets.

LayoutLM (Document Foundation Model)
LayoutLM is a simple but effective multi-modal pre-training method of text, layout and image for visually-rich document understanding and information extraction tasks, such as form understanding and receipt understanding. LayoutLM archives the SOTA results on multiple datasets. For more details, please refer to our paper:

LayoutLM: Pre-training of Text and Layout for Document Image Understanding Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, Ming Zhou, KDD 2020

LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou, ACL 2021

LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding Yiheng Xu, Tengchao Lv, Lei Cui, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Furu Wei, Preprint
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개인정보처리방침
DocQA에서 아래에 표시된 권한을 요청합니다. 자세히 알아보기
DocQA에서 Google 계정에 액세스해야 함
이렇게 하면 DocQA에서 다음 작업을 할 수 있습니다.
모든 Google Docs 문서 확인, 수정, 생성, 삭제
Google 애플리케이션 내 메시지 및 사이드바에 외부 웹 콘텐츠를 표시하고 실행합니다.
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