Researchers and practitioners all over the world, from both academia and industry, working in the areas of document and textual analysis. Topics of interest include, but are not limited to, the following:

Topics of interests: 

• Text to KG : Enhancing KG construction and completion with GenAI

• From Speech to text to KG 

• KG for legal text

• Graph Construction & Storage

• Document Ingestion & Pre-processing

• Innovative pipeline for Knowledge Extraction 

• Hybrid Retrieval & Querying

• Reducing Factual Hallucinations

• Prompting Engineering using KGs

• Benchmark datasets relevant for tasks combining KGs and GenAI

• Real-world applications on scholarly data, biomedical domain, etc.

• Industry application and real-world scenarios application

• Real-life and industrially relevant NLP applications

  1. Email filtering

  2. invoice information extraction

  3. News generation

  4. Meeting analysis

  5. CVs analysis and classification 

• Text clustering 

• Automatic document summarization

• Automatic machine translation

• Sentiment analysis

• Text generation

• Deep learning for NLP

• Reinforcement Learning for NLP

• Unsupervised Learning for NLP

• Speaker identification

• Speech recognition

• Text detection and recognition from images

• Transfer Learning for NLP

• Active Learning for NLP

Submission: 

Papers submitted for review should conform to IEEE specifications. Manuscript templates can be downloaded from IEEE website. The maximum length of papers is 8 pages. All the papers will go through the double-blind peer review process. Authors’ names and affiliations should not appear in the submitted paper. Authors’ prior work should be cited in the third person. Authors should also avoid revealing their identities and/or institutions in the text, figures, links, etc.

Authors should also ensure that their identity is not revealed indirectly by citing their previous work in the third person and omitting acknowledgments until the camera-ready version. Papers have to be submitted via the conference's EasyChair submission page and select the track related to DOC2KG workshop.

Please include in the paper title "Full paper: Title" or "Short paper: Title" to precise the contribution type. At least one author of each accepted paper must register for the workshop, in order to present the paper. 

Important dates: 

• Submission Deadline: 

• Decisions Announced: 

• Camera Ready Deadline: 

• Workshop: To be announced 

Publication: 

Accepted papers will be submitted to IEEEXplore for possible publication.

Contact:

Rim Hantach

Rafika Boutalbi 

Karima Boutalbi