Automatically Generating Hindi Wikipedia Pages using Wikidata as a Knowledge Graph: A Domain-Specific Template Sentences Approach
IIIT Hyderabad Gachibowli, Hyderabad - 500032, India, Aditya Agarwal, Radhika Mamidi, IIIT Hyderabad Gachibowli, Hyderabad - 500032, India · 2023
This paper presents a method for generating Wikipedia articles in the Hindi language automatically, using Wikidata as a knowledge base.Our method extracts structured information from Wikidata, such as the names of entities, their properties, and their relationships, and then uses this information to generate natural language text that conforms to a set of templates designed for the domain of interest.We evaluate our method by generating articles about scientists, and we compare the resulting articles to machinetranslated articles.Our results show that more than 70% of the generated articles using our method are better in terms of coherence, structure, and readability.Our approach has the potential to significantly reduce the time and effort required to create Wikipedia articles in Hindi and could be extended to other languages and domains as well.