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How does it compare to managed NLP services like Google's Cloud Natural Language API and AWS's Comprehend?
by vstik 8y ago
How does it compare to managed NLP services like Google's Cloud Natural Language API and AWS's Comprehend?
- sqrt17 8y agoGoogle and Amazon have proprietary datasets for important sub-tasks (e.g. recognizing "consumer good" entities, or more accurate sentiment recognition, or supporting other languages better) that are not available to the public. In other words, if your problem looks like one of the benchmarking tasks in NLP research (e.g. recognizing persons and locations in fluent text) you can expect good performance out of open source tools. If you go beyond that, you have to concoct your own dataset and/or use proprietary cloud services.
- dhairya 8y agowould you mind linking to ones you are aware of. it would be super helpful.
- plagtag 8y agoI recently tried out flair and deployed it myself on aws. Works nice. However, if you need heavy duty batch inference i guess you need to use a gpu instance or so ...