Nevronsko strojno prevajanje

author: Matjaž Rihtar, Laboratorij za umetno inteligenco, Institut "Jožef Stefan"
published: Nov. 27, 2018,   recorded: November 2018,   views: 813
released under terms of: Creative Commons Attribution (CC-BY)
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Predavanje ‘Nevronsko strojno prevajanje’ bo prikazalo trenutno stanje in izzive na področju nevronskega prevajanja. Prikazali bomo kratek uvod v nevronske mreže (nelinearnost, vzvratno razširjanje napak, možne izboljšave), nevronske jezikovne in prevajalne modele (LSTM, GRU, kodirnik-odkodirnik z mehanizmom pozornosti), možne izboljšave celotnega procesa (BPE, uporaba NMT pri prevajanju ne-naučenih jezikov) in trenutne izzive. Na koncu bomo v živo prikazali tudi prevajanje iz slovenščine v angleščino in obratno z nevronskim modelom, razvitim v Laboratoriju za umetno inteligenco na Institutu Jožef Stefan.

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