8 citations · 11 across the 5 of their papers we have counts for
3 papers · 1 filter
Parallel Metric Skip Lists and Nearest Neighbor Search
Xiangyun Ding, Rohin Garg, Yan Gu +1
The metric skip-list is a data structure designed for efficient nearest and -nearest neighbor search in metric spaces. For many real-world datasets with reasonable distributions…
Coverage, Not Averages: Semantic Stratification for Trustworthy Retrieval Evaluation
Andrew Klearman, Radu Revutchi, Rohin Garg +3
Retrieval quality is the primary bottleneck for accuracy and robustness in retrieval-augmented generation (RAG). Current evaluation relies on heuristically constructed query sets,…
Can Linguistically Related Languages Guide LLM Translation in Low-Resource Settings?
Aishwarya Ramasethu, Niyathi Allu, Rohin Garg +2
Large Language Models (LLMs) have achieved strong performance across many downstream tasks, yet their effectiveness in extremely low-resource machine translation remains limited. S…