Submission details

Topics of interests:

This workshop invites submissions with high-quality works that are related, but are not limited, to the topics below:

• Graph embeddings

• Deep learning for graph

• Probabilistic graphical models for graphs

• Graph-based approaches for text mining

• Graph-based approaches for a spatial component in a scanned document

• Graph representation learning for NLP

• Graph-based approaches using kernels

• Spectral graph clustering

• Semi-supervised graph-based methods

• Dynamic graph analysis

• Information Retrieval and Extraction using Graph-based methods

• Knowledge graph for semantic document analysis

• Semantic understanding of document content

• Entity and link prediction in graphs

• Merging ontologies with graph-based methods using NLP techniques

• Cleansing and image enhancement techniques for scanned document

• Document structure and layout learning

• OCR based graph methods

• Font text recognition in a scanned document

• Table identification and extraction from scanned documents

• Handwriting detection and recognition in documents

• Signature detection and verification in documents

• Visual document structure understanding

• Visual Question Answering

• Invoice analysis

• Scanned documents classification

• Scanned documents summarization

• Scanned documents translation

• and so on.

Submission:

All submissions will be handled electronically via EasyChair website. All authors must agree to the policies stipulated below.

We welcome the following types of contributions:

• Full research papers (8-10 pages): Finished or consolidated R&D works, to be included in one of the Workshop topics

• Short papers (4-6 pages): Ongoing works with relevant preliminary results, opened to discussion.

Important dates:

Submission Deadline: June 6, 2022 at 11:59pm Pacific Time

Decisions Announced: June 27, 2022, at 12:00pm Pacific Time

Camera Ready Deadline: July 11, 2022, at 12:00pm Pacific Time

Workshop day: August 21, 2022