← Search

Adam D Lelkes

2 accepted papers

2023

How Does Generative Retrieval Scale to Millions of Passages?

EMNLP 2023long main

The emerging paradigm of generative retrieval re-frames the classic information retrieval problem into a sequence-to-sequence modeling task, forgoing external indices and encoding an entire document corpus within a single Transformer. Although many different approaches have been proposed to improve…

Cited by 0SourceScholar
2023

SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes

EMNLP 2023short findings

Social and behavioral determinants of health (SDOH) play a significant role in shaping health outcomes, and extracting these determinants from clinical notes is a first step to help healthcare providers systematically identify opportunities to provide appropriate care and address disparities. Progre…

Cited by 0SourceScholar