Logo Lanfrica
  • Home
  • Atlas
  • Insights
  • Docs
  • Sign in

© 2026 Lanfrica. All rights reserved. All copyrights of the resources shown on the Lanfrica website belong to the original copyright holders, unless explicitly stated otherwise.

A Hybrid System for Automatic Generation and Validation of Algerian Encyclopedic Content Using LLMs

Domain:

natural language processing
Creator:
Hed
Publisher:
Zenodo
Host:avatar
The development of Large Language Models (LLMs) such as GPT has led to significant advances in automatic content generation. However, their application in specific contexts, such as the creation of an Algerian encyclopedic dictionary, requires finetuning the models to ensure the relevance, accuracy, and coherence of the generated content. This project is part of an explainable AI approach, where mechanisms are developed to structure the generated information and validate it in collaboration with experts. The system aims to enrich the Algerian cultural heritage database while integrating modern natural language processing techniques to ensure consistency and reliability in content generation.  

Visit

doi.orgzenodo.org

Tasks

natural language generation

Languages

Arabic, Algerian Spoken

Tags

LLMsMultilinguescolaborative validationweb scraping

Licenses

Creative Commons Attribution 4.0 Internationalhttps://creativecommons.org/licenses/by/4.0/legalcode

Similar

Contextualized Generation of Pedagogical Exercises tailored to the Algerian School Curriculum using LLMsHybrid RNN-LSTM Architecture for Sentiment Analysis of Algerian Dialectal Social Media ContentMultimodal Classification System for Hausa Using LLMs and Vision TransformersXWikiGen: Cross-lingual Summarization for Encyclopedic Text Generation in Low Resource LanguagesAutomatic Keyword Extraction Model for Wolaita Language using Hybrid ApproachDevelopment of Offshore Wind–Solar Hybrid Energy System for Sustainable Energy Generation

Contextualized Generation of Pedagogical Exercises tailored to the Algerian School Curriculum using LLMs

Hybrid RNN-LSTM Architecture for Sentiment Analysis of Algerian Dialectal Social Media Content

Sentiment analysis in under-resourced dialects like Algerian Arabic (Darija) presents unique challen

Multimodal Classification System for Hausa Using LLMs and Vision Transformers

This paper presents a classification-based Vi-sual Question Answering (VQA) system for theHausa lang

XWikiGen: Cross-lingual Summarization for Encyclopedic Text Generation in Low Resource Languages

Lack of encyclopedic text contributors, especially on Wikipedia, makes automated text generation for

Automatic Keyword Extraction Model for Wolaita Language using Hybrid Approach

Development of Offshore Wind–Solar Hybrid Energy System for Sustainable Energy Generation

The increasing demand for electricity, coupled with the need to reduce greenhouse gas emissions and