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I'm curious what sort of NLP use cases people are solving. How are people finding business value in these models and pipelines? We have looked at a number of us
by liminal 6y ago
I'm curious what sort of NLP use cases people are solving. How are people finding business value in these models and pipelines? We have looked at a number of uses and have found it hard to make a case for ROI. Wondering what's been working for folks.
- aabhay 6y agoAgreed. The larger and deeper the model, the more the use cases seem to become negative ROI. I think for business use there will have to be an effort to compress the architecture considerably
- hadsed 6y agoIt helps to be able to deliver value at a low bar. This stuff takes a lot of time and energy to improve upon, and it won't "just work". Search is usually a good place to start. Just make one little process a tiny bit better. Make sure you're tracking data very well, because if you're not already at a place to be making data-driven decisions you can't possibly take advantage of machine learning. After all that, just iterate until you've found a better problem to tackle with your newfound capabilities :)
- nojito 6y agoWe use it in healthcare to pluck out named entities that kicks off an email to the person mentioned.