Overview
The Workshop on Document Intelligence (DI 2019) is set to take place at NeurIPS 2019, providing a platform for researchers to explore the complexities of understanding business documents through artificial intelligence. This workshop aims to address the challenges posed by diverse document formats and the intricacies of legal and business language, making it a significant event for the AI and machine learning community.
Background & Relevance
Document Intelligence is a vital area in AI that focuses on the interpretation and understanding of business documents, which are crucial for operational efficiency in various industries. The complexity of these documents, often characterized by inconsistent formats and intricate structures, presents unique challenges. This workshop seeks to bridge gaps in current research, emphasizing the need for interdisciplinary approaches that combine natural language processing, computer vision, and knowledge representation to enhance document understanding.
Key Details
- Workshop Dates: December 13 or 14, 2019 (exact date TBD)
- Location: Vancouver, Canada
- Submission Deadline: September 9, 2019
- Notification Date: October 1, 2019
- Submission URL: OpenReview Submission
- Topics of Interest:
- Document modeling and representations
- Information extraction from text
- Natural language reasoning and inference
- Semantic understanding of documents
- Multi-lingual document understanding methods
- And more related topics.
Eligibility & Participation
The workshop invites contributions from researchers and practitioners interested in the field of Document Intelligence. It targets those working on the intersection of AI, natural language processing, and document analysis, encouraging submissions that address both theoretical and practical challenges.
Submission or Application Guidelines
Submissions should be in PDF format and adhere to the NeurIPS 2019 File Style. The guidelines are as follows:
– 2-page limit: For extended abstracts of previously published work, position papers, or descriptions of datasets relevant to Document Intelligence.
– 4-page limit: For original research contributions or abstracts of papers submitted to other venues but not yet published.
All submissions will undergo peer review, and accepted papers will be presented in a poster session during the workshop.
Additional Context / Real-World Relevance
The advancements in Document Intelligence are crucial for improving the efficiency of business operations, as they enable better comprehension and processing of vital documents. This workshop aligns with the growing need for AI solutions that can navigate the complexities of business documentation, thereby enhancing decision-making processes across various sectors.
Conclusion
Researchers and practitioners are encouraged to submit their work to the Workshop on Document Intelligence at NeurIPS 2019. This is an excellent opportunity to contribute to a field that is increasingly relevant in the age of AI and to engage with peers who share a passion for advancing document understanding. Explore this opportunity and share your insights with the community.
Category: CFP & Deadlines
Tags: document intelligence, neurips, natural language processing, machine learning, information extraction, computer vision, deep learning, semantic understanding
