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  • The basic ideas behind Neural Nets are 30 years old. What is new is the ability to deploy them with big data and computing power.

    When you boil it down, AI today is deep learning, and deep learning is backprop—which is amazing, considering that backprop is more than 30 years old. Once you understand the story of backprop, you’ll start to understand the current moment in AI, and…
    • https://www.technologyreview.com/s/608911/is-ai-riding-a-one-trick-pony/
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  • Great overview and discussion on BLEU Scores

    This is a technical overview of BLEU done in a systematic step-by-step manner and a great way to understand what it can do and what it cannot do well. It also points to how it may or may not work in other areas of NLP beyond MT
    • https://towardsdatascience.com/evaluating-text-output-in-nlp-bleu-at-your-own-risk-e8609665a213
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  • Best Practices for Enterprise Scale Post-Editing

    • SDL_wp_iMT_best practices_EN_A4 - final.pdf