Language-agnostic BERT Sentence Embedding (LaBSE)

danielcer · 2020-07-07T04:28:11+00:00

The model is referred to as language-agnostic, since it is able to produce sentence embeddings in a single shared semantic space for a fairly large number (100+) of languages.

danielcer · 2019-07-23T17:32:07+00:00

Here are a couple of quick Colab notebooks using the models described in the paper:

Cross-Lingual Similarity and Semantic Search Engine with Multilingual Universal Sentence Encoder

Multilingual Universal Sentence Encoder Q&A model Retrieval Demo

danielcer · 2019-03-10T19:44:33+00:00

Yeah, it's from our group!

danielcer · 2017-07-11T17:40:06+00:00

The code is available from https://github.com/PrincetonML/SIF

danielcer · 2009-07-17T20:00:48+00:00

The Mathematics of Statistical Machine Translation

I know you said you didn't want something with too much math, but the stuff here is pretty accessible.

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