DBpedia Hindi Chapter
- Mentors
- Ronit Banerjee, Ananya, Dr. Sanju Tiwari, Dr. Ronak
- Organization
- DBpedia
- Technologies
- python, virtuoso, sparql
- Topics
- natural language processing, knowledge graph, large language model, Relation Extraction, Low Resource Language
DBpedia, an ever-evolving repository of structured knowledge extracted from
Wikipedia, has played a pivotal role in organizing information. Yet, its
dependence solely on English Wikipedia limits its applicability in diverse
linguistic environments. Our project seeks to rectify this by creating a
DBpedia chapter sourced exclusively from Hindi Wikipedia. This
endeavor not only ensures the continual enhancement and relevance of the Hindi
ontology but also broadens its accessibility to a wider audience.
Given the challenge of limited natural language processing (NLP) support for
Hindi, a low-resource language, we will leverage the capabilities of Large
Language Models (LLMs) to tackle multilingual text processing effectively.
Through this effort, we aim to establish hi.dbpedia.org, a platform in Hindi,
comprising a knowledge graph sourced from Hindi Wikipedia, a user-friendly web
interface, and a SPARQL endpoint for seamless data querying.