3 papers
cs.IR2026
Conversational Query Engine for Mixed-Modality Heterogeneous Enterprise Data Sources
Darshita Rathore, Vineet Kumar, Vaibhav Singal +2
Enterprise business intelligence queries span structured warehouses and unstructured document repositories -- modalities with fundamentally different access methods, cost profiles,…
cs.CL2025
How Much is Too Much? Exploring LoRA Rank Trade-offs for Retaining Knowledge and Domain Robustness
Darshita Rathore, Vineet Kumar, Chetna Bansal +1
Large language models are increasingly adapted to downstream tasks through fine-tuning. Full supervised fine-tuning (SFT) and parameter-efficient fine-tuning (PEFT) methods, such a…
cs.IR2025
Genicious: Contextual Few-shot Prompting for Insights Discovery
Vineet Kumar, Ronald Tony, Darshita Rathore +5
Data and insights discovery is critical for decision-making in modern organizations. We present Genicious, an LLM-aided interface that enables users to interact with tabular datase…