Torch-Struct: Deep Structured Prediction Library

ACL, pp. 335-342, 2020.

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Abstract:

The literature on structured prediction for NLP describes a rich collection of distributions and algorithms over sequences, segmentations, alignments, and trees; however, these algorithms are difficult to utilize in deep learning frameworks. We introduce Torch-Struct, a library for structured prediction designed to take advantage of and...More

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