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V3.0.0.0 - single model MTL sentencer, POS tagger and morph tagger

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@amir-zeldes amir-zeldes released this 18 Oct 14:11
· 16 commits to master since this release
ed51d54

This version is a major architectural upgrade to V2.X - the neural POS tagger, morphological tagger and sentence splitter have been replaced with a single transformer based model (work by @nitinvwaran) trained on all three tasks using Multitask Learning (MTL). This lowers the memory footprint of the system, substantially speeds up start up and run-time, and allows the system to run on GPU with a more modest GPU RAM (~4 GB). Accuracy is on par with or slightly better than the previous version.