Pragmatic approach to structured data querying via natural language interface. - Aliaksei Vertsel; Mikhail Rumiantsau (CoRR, 2018)

Hybrid LLM/Rule-based Approaches to Business Insights Generation from Structured Data. - Aliaksei Vertsel; Mikhail Rumiantsau (CoRR, 2024)

Beyond Fine-Tuning: Effective Strategies for Mitigating Hallucinations in Large Language Models for Data Analytics. - Mikhail Rumiantsau; Aliaksei Vertsel; Ilya Hrytsuk; Isaiah Ballah (CoRR, 2024)