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Explosion Ai

  • Technology & Internet
  • 0 Case Studies
Custom Artificial Intelligence and Natural Language Processing

Aug 22

Pseudo-rehearsal: A simple solution to catastrophic forgetting for NLP

Sometimes you want to fine-tune a pre-trained model to add a new label or correct some specific errors. This can introduce the "catastrophic forgetting" problem. Pseudo-rehearsal is a good solution: use the original model to label examples, and mix them through your fine-tuning updates.Read more →

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Dec 28

Explosion in 2019: Our Year in Review

As 2019 draws to a close and we step into the 2020s, we thought we’d take a look back at the year and all we’ve accomplished. And we realized we had so much that we could give you a month-by-month rundown of everything that happened.Read more →

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Dec 28

Explosion in 2019: Our Year in Review

As 2019 draws to a close and we step into the 2020s, we thought we’d take a look back at the year and all we’ve accomplished. And we realized we had so much that we could give you a month-by-month rundown of everything that happened.Read more →

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Nov 21

sense2vec reloaded: contextually-keyed word vectors

In 2016 we trained a sense2vec model on the 2015 portion of the Reddit comments corpus, leading to a useful library and one of our most popular demos. That work is now due for an update. In this post, we present a new version and a demo NER project that we trained to usable accuracy in just a few hours.Read more →

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