Practical applications of Natural Language Processing (NLP) have gotten significantly cheaper, faster, and easier due to the transfer learning capabilities enabled by pre-trained language models. Transfer learning enables engineers to pre-train an NLP model on one large dataset and then quickly fine-tune the model to adapt to other NLP tasks. This new approach enables NLP … [Read more...] about What Every NLP Engineer Needs to Know About Pre-Trained Language Models
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10 Cutting Edge Research Papers In Computer Vision & Image Generation
UPDATE: We've also summarized the top 2019 and top 2020 Computer Vision research papers. Ever since convolutional neural networks began outperforming humans in specific image recognition tasks, research in the field of computer vision has proceeded at breakneck pace. The basic architecture of CNNs (or ConvNets) was developed in the 1980s. Yann LeCun improved upon … [Read more...] about 10 Cutting Edge Research Papers In Computer Vision & Image Generation