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H. V. Jagadish

2 accepted papers

2025

MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark

NeurIPS 2025poster

Tables and table-based use cases play a crucial role in many important real-world applications, such as spreadsheets, databases, and computational notebooks, which traditionally require expert-level users like data engineers, data analysts, and database administrators to operate. Although LLMs have…

Cited by 0SourcecodeScholar
2024

Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics

ICML 2024poster

In healthcare analytics, addressing binary diagnosis or prognosis tasks presents unique challenges due to the inherent asymmetry between positive and negative samples. While positive samples, indicating patients with a disease, are defined based on stringent medical criteria, negative samples are de…

Cited by 2SourcePDFScholar