SPARQL to Natural Language

This is a repo of the "Understanding SPARQL Queries: Are We Already There? Multilingual Natural Language Generation based on SPARQL Queries and Large Language Models" paper.

The paper was accepted at the main track of the ISWC 2024.

Data

data: https://docs.google.com/spreadsheets/d/16uT6HrrOMHKxNAo-sWf1s6jCmsesgCeWtreRMddUucw/edit#gid=1004375677

file cache of collected data: link:./stored_data

Scripts

sparql2nl.ipynb: This notebook contains the code to convert SPARQL queries to natural language. It uses the OpenAI API.
json2csv.ipynb: This notebook contains the code to convert all json file in the folder stored_data to a csv file (needs to be manually imported to the Google sheet)