Papers by Jiho Noh
Literature Retrieval for Precision Medicine with Neural Matching and Faceted Summarization (2020.findings-emnlp)
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| Challenge: | IR for precision medicine often involves looking for multiple pieces of evidence that characterize a patient case. |
| Approach: | They propose a document reranking approach that combines neural query-document matching and text summarization toward such retrieval scenarios. |
| Outcome: | The proposed approach achieves state-of-the-art performance on NIST's TREC-PM track dataset. |