Papers with MetaMap
Applications of Natural Language Processing in Clinical Research and Practice (N19-5)
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| Challenge: | a tutorial on clinical NLP will introduce students and experts to the field . a focus will be on the use of clinical Nlp in clinical research and practice . |
| Approach: | This tutorial introduces the clinical use of natural language processing (NLP) techniques . it will review techniques and tools developed for the clinical domain . |
| Outcome: | This tutorial will introduce the clinical NLP methodologies and tools at two top universities . the goal of the tutorial is to encourage NLP researchers in the general domain to contribute . |
BioRead: A New Dataset for Biomedical Reading Comprehension (L18-1)
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| Challenge: | BioRead is a publicly available cloze-style biomedical machine reading comprehension (MRC) dataset with 16.4 million passage-question instances. |
| Approach: | They propose to build a cloze-style biomedical machine reading comprehension (MRC) dataset with 16.4 million passage-question instances. |
| Outcome: | The proposed method outperforms baselines on bioReadLite and bioASQ, and is currently the best on BioReadLite. |