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About DeepSPIN: Deep Structured Prediction in NLP About News Publications Team About DeepSPIN ("Deep Structured Prediction in Natural Language Processing") is a research project funded by the European Research Council (ERC) and coordinated by André Martins . It runs 2018-2023 within Instituto de Telecomunicações at Instituto Superior Técnico , and Unbabel , in Lisbon , Portugal . Deep learning is revolutionizing the field of Natural Language Processing (NLP), with breakthroughs in machine translation, speech recognition, and question answering. New language interfaces (digital assistants, messenger apps, customer service bots) are emerging as the next technologies for seamless, multilingual communication among humans and machines. From a machine learning perspective, many problems in NLP can be characterized as structured prediction : they involve predicting structurally rich and interdependent output variables. In spite of this, current neural NLP syst...
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