IndicDB benchmark shows state-of-the-art LLMs drop 9% in Text-to-SQL performance on Indic languages versus English due to schema linking and ambiguity challenges.
Ensure that a mix of SQL clauses are included, such as SELECT , FROM, JOIN, WHERE, GROUP BY , ORDER BY , and HA VING
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
IndicDB -- Benchmarking Multilingual Text-to-SQL Capabilities in Indian Languages
IndicDB benchmark shows state-of-the-art LLMs drop 9% in Text-to-SQL performance on Indic languages versus English due to schema linking and ambiguity challenges.