2 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.DB2026
Less Is More? When Dataset Context Hurts LLM-Generated Dataset Descriptions
Lisa-Yao Gan, Arunav Das, Johanna Walker +2
Dataset search and reuse are strongly constrained by the quality of metadata such as natural language descriptions, which are often sparse or inconsistent. Although large language…
cs.IR2025★ 1 cited
Keywords are not always the key: A metadata field analysis for natural language search on open data portals
Lisa-Yao Gan, Arunav Das, Johanna Walker +1
Open data portals are essential for providing public access to open datasets. However, their search interfaces typically rely on keyword-based mechanisms and a narrow set of metada…
cs.CY2024★ 2 cited
AI data transparency: an exploration through the lens of AI incidents
Sophia Worth, Ben Snaith, Arunav Das +2
Knowing more about the data used to build AI systems is critical for allowing different stakeholders to play their part in ensuring responsible and appropriate deployment and use.…