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Dec, 2014
针对双词预测定制词嵌入：一项实验比较
Tailoring Word Embeddings for Bilexical Predictions: An Experimental Comparison
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Pranava Swaroop Madhyastha, Xavier Carreras, Ariadna Quattoni
TL;DR
该论文研究了为特定的双词汇关系诱导词嵌入的问题，通过压缩现有的词向量空间，使得结果词嵌入能够成为目标双词汇关系的良好预测器，实验证明任务特定的嵌入能够提高词汇预测任务的质量和效率。
Abstract
We investigate the problem of inducing
word embeddings
that are tailored for a particular
bilexical relation
. Our
learning algorithm
takes
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