To help you stay well prepared for 2020, we’ve summarized the latest trends across different research areas, including natural language processing, conversational AI, computer vision, and reinforcement learning.
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Companies ranging from high tech startups to global multinationals see artificial intelligence as a key competitive advantage in an increasingly competitive and technical market. But, the AI industry moves so quickly that it’s often hard to follow the latest research breakthroughs and achievements, and even harder to apply scientific results to achieve business outcomes.
To help you develop a robust AI strategy for your business in 2020, I’ve summarized the latest trends across different research areas, including natural language processing, conversational AI, computer vision, and reinforcement learning. I’ve also included external education you can follow to further your expertise.In 2018, pre-trained language models pushed the limits of natural language understanding and generation. These also dominated NLP progress last year.
Teams from top research institutions and tech companies explored ways to make state-of-the-art language models even more sophisticated. Many improvements were driven by massive boosts in computing capacities, but many research groups also found ingenious ways to lighten models while maintaining high performance.Transfer learning has dominated NLP research over the last two years.
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