Decoding with Value Networks for Neural Machine Translation
Di He, Hanqing Lu, Yingce Xia, Tao Qin, Liwei Wang, Tie-Yan Liu
–Neural Information Processing Systems
Neural Machine Translation (NMT) has become a popular technology in recent years, and beam search is its de facto decoding method due to the shrunk search space and reduced computational complexity. However, since it only searches for local optima at each time step through one-step forward looking, it usually cannot output the best target sentence.
Neural Information Processing Systems
Oct-7-2024, 16:13:58 GMT
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