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I don't think spaCy will be hurting any time soon. When SyntaxNet was first released last year, Matthew Honnibal had a good writeup [0] of how spaCy vastly out
by binarymax 10y ago
I don't think spaCy will be hurting any time soon. When SyntaxNet was first released last year, Matthew Honnibal had a good writeup [0] of how spaCy vastly outperforms with speed while keeping reasonable accuracy:
>On the time-honoured benchmark for this task, Parsey McParseface achieves over 94% accuracy, at around 600 words per second. On the same task, spaCy achieves 92.4%, at around 15,000 words per second. The extra accuracy might not sound like much, but for applications, it's likely to be pretty significant.
If spaCy is able to increment the accuracy and maintain the large performance gap, it'll still be my go-to NLP framework!
[0] https://explosion.ai/blog/syntaxnet-in-context https://explosion.ai/blog/syntaxnet-in-context