4 citations · 4 across the 1 of their papers we have counts for
3 papers
cs.CL2024
Beyond Fine-Tuning: Effective Strategies for Mitigating Hallucinations in Large Language Models for Data Analytics
Mikhail Rumiantsau, Aliaksei Vertsel, Ilya Hrytsuk +1
Large Language Models (LLMs) have become increasingly important in natural language processing, enabling advanced data analytics through natural language queries. However, these mo…
cs.CL2024★ 4 cited
Hybrid LLM/Rule-based Approaches to Business Insights Generation from Structured Data
Aliaksei Vertsel, Mikhail Rumiantsau
In the field of business data analysis, the ability to extract actionable insights from vast and varied datasets is essential for informed decision-making and maintaining a competi…
cs.CL2018
Pragmatic approach to structured data querying via natural language interface
Aliaksei Vertsel, Mikhail Rumiantsau
As the use of technology increases and data analysis becomes integral in many businesses, the ability to quickly access and interpret data has become more important than ever. Info…