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Does anyone have a similar list of NLP papers, but focused on recent best practices for commercial applications, rather than foundational academic research?
by stevesimmons 6y ago
Does anyone have a similar list of NLP papers, but focused on recent best practices for commercial applications, rather than foundational academic research?
- JHonaker 6y agoYea, this would be a great resource if it exists. I constantly have to point out to project managers that neural NLP models by and large have very different goals than they do. If you’re not trying to do something that amounts to computing a feature of a language (produce similar output, sentiment of a sentence or passage, parse into SVO, etc.) they’re not all that helpful. Laymen pretty much all assume you can get them to reason about text, which we’re very far away from.
- jcims 6y agoI wonder if there is room for a reddit clone that only links to papers. Each subreddit is a community of interest, and there are time series analytics available for any of the votes/references/etc.
- ablekh 6y agoFor applied NLP stuff, I would recommend you to check out this rather comprehensive applied ML resources repository: https://github.com/eugeneyan/applied-ml https://github.com/eugeneyan/applied-ml. You might also find helpful relevant survey papers listed here: https://github.com/eugeneyan/ml-surveys https://github.com/eugeneyan/ml-surveys.