Sign in

Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax

By Yinfei Yang and others
In this paper, we present an approach to learn multilingual sentence embeddings using a bi-directional dual-encoder with additive margin softmax. The embeddings are able to achieve state-of-the-art results on the United Nations (UN) parallel corpus retrieval task. In all the languages tested, the system achieves P@1 of 86% or higher.... Show more
June 14, 2019
=
0
Loading PDF…
Loading full text...
Similar articles
Loading recommendations...
=
0
x1
Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax
Click on play to start listening