The AI 2041 by Kai-Fu Lee and Chen Qiufan is one of the best near-future vision books I've read recently. The section on #NLP is close to one of my research projects. The self-supervised learning systems made enormous progress. My focus was always more on question-answering systems and knowledge management rather than generative algorithms supporting natural language conversations. #GPT is genuinely fantastic today in terms of the Turing test performance. I can see a lot of applications when we start focusing on domain knowledge injected into training data sets. Currently, I'm looking into synthetic data sets for building goal-directed conversational systems.
#transformers #selfsupervisedNLP #syntheticdata #ai #research
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