NLP

Building an English-French language translator neural network from scratch with deep learning.

Source: blog.floydhub.com/language-translator/

Found in translation: Building a language translator from scratch with deep learning

How to code The Transformer in PyTorch

Learn how to code a transformer model in PyTorch with an English-to-French language translation task.

Source: blog.floydhub.com/the-transformer-in-pytorch/

How to code The Transformer in PyTorch

Using NLP to Automate Customer Support, Part Two

That rich semantic meaning is exactly what we’re after with our customer support automation project. In this post, we’ll build an NLP model that can help us respond to the nearly infinite ways customers might be asking us the same or similar questions.

Source: blog.floydhub.com/automate-customer-support-part-two/

Using NLP to Automate Customer Support, Part Two

Using Sentence Embeddings to Automate Customer Support, Part One

Most of your customer support questions have already been asked. Learn how to use sentence embeddings to automate your customer support with AI. Along the way, we’ll be diving headfirst into the world of embeddings. This post will introduce basic embedding concepts, including one-hot encodings and word embeddings. The second post will dig into the more recent concept of Universal Sentence Embeddings (USE) — and that’s also where we’ll put it all together with our demo customer support project.

Source: blog.floydhub.com/automate-customer-support-part-one/

Using Sentence Embeddings to Automate Customer Support, Part One

Natural Language Processing for non-English languages with udpipe

udpipe website

The package provides direct access to language models trained on more than 50 languages. The following languages are directly available:

afrikaans, ancient_greek-proiel, ancient_greek, arabic, basque, belarusian, bulgarian, catalan, chinese, coptic, croatian, czech-cac, czech-cltt, czech, danish, dutch-lassysmall, dutch, english-lines, english-partut, english, estonian, finnish-ftb, finnish, french-partut, french-sequoia, french, galician-treegal, galician, german, gothic, greek, hebrew, hindi, hungarian, indonesian, irish, italian, japanese, kazakh, korean, latin-ittb, latin-proiel, latin, latvian, lithuanian, norwegian-bokmaal, norwegian-nynorsk, old_church_slavonic, persian, polish, portuguese-br, portuguese, romanian, russian-syntagrus, russian, sanskrit, serbian, slovak, slovenian-sst, slovenian, spanish-ancora, spanish, swedish-lines, swedish, tamil, turkish, ukrainian, urdu, uyghur, vietnamese

Source: www.r-bloggers.com/natural-language-processing-for-non-english-languages-with-udpipe/

Natural Language Processing for non-English languages with udpipe