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NLP

A collection of 3 posts

NLP Datasets: How good is your deep learning model?
Deep Learning

NLP Datasets: How good is your deep learning model?

With the rapid advance in NLP models we have outpaced out ability to measure just how good they are at human level language tasks. We need better NLP datasets now more than ever to both evaluate how good these models are and to be able to tweak them for out own business domains.

  • Cathal Horan
    Cathal Horan
31 min read
Tokenizers: How machines read
NLP

Tokenizers: How machines read

We will cover often-overlooked concepts vital to NLP, such as Byte Pair Encoding, and discuss how understanding them leads to better models.

  • Cathal Horan
    Cathal Horan
34 min read
When Not to Choose the Best NLP Model
Deep Learning

When Not to Choose the Best NLP Model

The world of NLP already contains an assortment of pre-trained models and techniques. This article discusses how to best discern which model will work for your goals.

  • Cathal Horan
    Cathal Horan
15 min read
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