The 2^nd International Workshop on Generative AI for Textual Document Analysis (GENAIDOC 2025)

https://sites.google.com/view/genaidoc-workshop-fllm-2025/home?authuser=0

Co-Located with

The 3rd International Conference on Foundation and Large Language Models (FLLM2025)

November 25-28, 2025 •Vienna, Austria

Technically Co-Sponsored by IEEE Austrian Section

GENAIDOC 2025 CFP:

Nowadays, the volume of textual data being generated is unprecedented. From social media posts, news articles, and academic papers to customer reviews, emails, and business documents, the sheer quantity of text data is growing exponentially. Traditional methods of analyzing this vast amount of data often fall short in terms of scalability, accuracy, and efficiency. In this context, Generative AI (GenAI) is revolutionizing the field of Natural Language Processing (NLP) by enabling the creation of highly sophisticated Large Language Models (LLMs) that can generate, understand, and manipulate human language. GenAI models like GPT-4 and BERT are at the forefront of these advancements from chatbots to automated content creation. This workshop aims to provide participants with a deep understanding of LLMs, its applications in NLP, and the ethical considerations involved. GenAI models are designed to handle and process enormous datasets, making them ideal for textual document analysis. These models leverage advanced machine learning techniques to understand, interpret, and generate human-like text, allowing for more nuanced and comprehensive analysis. By using LLMs, we can uncover insights and patterns that would be impossible to detect using conventional methods.

This workshop is designed to provide a comprehensive understanding of how LLMs can be leveraged for textual document analysis. Participants will gain hands-on experience and theoretical knowledge about the applications, capabilities, and limitations of GenAI models in the context of analyzing textual data. The workshop will cover various techniques and tools, practical implementation, and the latest advancements in the field.

The GENAIDOC workshop aims to bring together an area for experts from industry, science, and academia to exchange ideas and discuss ongoing research in natural language processing and GenAI for textual document analysis.

We invite the submission of original papers on all topics related to LLMs and cybersecurity, with special interest in but not limited to:

• Text classification
• 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
• Speech to Text
• Text detection and recognition from images
• Question Answering systems
• Transfer Learning for NLP
• Active Learning for NLP
• Real-life and industrially relevant NLP applications
• Email filtering
• Chatbot
• News generation
• Meeting analysis
• CVs analysis and classification

 Submissions Guidelines and Proceedings

Manuscripts should be prepared in 10-point font using the IEEE 8.5″ x 11″ two-column format. All papers should be in PDF format, and submitted electronically at Paper Submission Link. A full paper can be up to 6 to 8 pages (including all figures, tables and references). Submitted papers must present original unpublished research that is not currently under review for any other conference or journal. Papers not following these guidelines may be rejected without review. Also submissions received after the due date, exceeding length limit, or not appropriately structured may also not be considered. Authors may contact the Program Chair for further information or clarification. All submissions are peer-reviewed by at least three reviewers. Accepted papers will appear in the FLLM Proceeding, and be published by the IEEE Computer Society Conference Publishing Services and be submitted to IEEE Xplore for inclusion. Submitted papers must include original work, and must not be under consideration for another conference or journal. Submission of regular papers up to 8 pages and must follow the IEEE paper format. Please include up to 7 keywords, complete postal and email address, and fax and phone numbers of the corresponding author. Authors of accepted papers are expected to present their work at the conference. Submitted papers that are deemed of good quality but that could not be accepted as regular papers will be accepted as short papers.

Important Dates:

·  Submission Deadline: September 21, 2025 

·  Decisions Announced: October 10, 2025

·  Camera Ready Deadline: October 25, 2025

Contact:

Please send any inquiry to: Rim Hantach  and Rafika Boutalbi