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Apr, 2019
多语境术语嵌入:基于语料库的术语集扩展案例
Multi-Context Term Embeddings: the Use Case of Corpus-based Term Set Expansion
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Jonathan Mamou, Oren Pereg, Moshe Wasserblat, Ido Dagan
TL;DR
本文提出一种组合多重上下文词嵌入的神经分类器算法,并在基于语料库的术语集扩展应用案例上进行了测试。此外,我们还提供了一组独特的用于语料库术语集扩展算法内在评估的数据集,并表明在此数据集上,我们的算法比最佳基线提供了多达5个平均精度点。
Abstract
In this paper, we present a novel
algorithm
that combines multi-context term embeddings using a
neural classifier
and we test this approach on the use case of corpus-based
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