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- W4288279685 abstract "This paper presents the submissions by Team Dr.Quad to the ACL-BioNLP 2019 shared task on Textual Inference and Question Entailment in the Medical Domain. Our system is based on the prior work Liu et al. (2019) which uses a multi-task objective function for textual entailment. In this work, we explore different strategies for generalizing state-of-the-art language understanding models to the specialized medical domain. Our results on the shared task demonstrate that incorporating domain knowledge through data augmentation is a powerful strategy for addressing challenges posed by specialized domains such as medicine." @default.
- W4288279685 created "2022-07-28" @default.
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- W4288279685 date "2019-07-23" @default.
- W4288279685 modified "2023-09-26" @default.
- W4288279685 title "Dr.Quad at MEDIQA 2019: Towards Textual Inference and Question Entailment using contextualized representations" @default.
- W4288279685 doi "https://doi.org/10.48550/arxiv.1907.10136" @default.
- W4288279685 hasPublicationYear "2019" @default.
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