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Megatron-CTRL: Controllable Story Generation using External Knowledge from @NVIDIAAI at #emnlp #gtc2020 talk Thursday at 11PM PDT. @pengxu1026 Mostafa Patwary @MohammadShoeybi @TheRealRPuri @pascalefung @ctnzr
Blog: https://developer.nvidia.com/blog/adding-external-knowledge-and-controllability-to-language-models-with-megatron-cntrl/ …
Paper: https://arxiv.org/abs/2010.00840
Demo of Megatron-CTRL. Text generation adapts seamlessly to dynamic human input through keywords. We also add retrieval from external knowledge base to improve consistency.pic.twitter.com/S0yy5rOZ1z
91% of our stories from Megatron-CTRL are successfully controlled by new keywords and 93% are consistent, from Mturk evaluations.
This builds on Megatron project from @NVIDIAAI where we trained 8 billion model using model parallelism on 512 #GPU https://arxiv.org/abs/1909.08053
any evaluations of how it would perform with other training corpora?
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