4 citations · 4 across the 1 of their papers we have counts for
5 papers
On the Branching Bias of Syntax Extracted from Pre-trained Language Models
Huayang Li, Lemao Liu, Guoping Huang +1
Many efforts have been devoted to extracting constituency trees from pre-trained language models, often proceeding in two stages: feature definition and parsing. However, this kind…
Evaluating Explanation Methods for Neural Machine Translation
Jierui Li, Lemao Liu, Huayang Li +3
Recently many efforts have been devoted to interpreting the black-box NMT models, but little progress has been made on metrics to evaluate explanation methods. Word Alignment Error…
Regularized Context Gates on Transformer for Machine Translation
Xintong Li, Lemao Liu, Rui Wang +2
Context gates are effective to control the contributions from the source and target contexts in the recurrent neural network (RNN) based neural machine translation (NMT). However,…
Neural Machine Translation with Noisy Lexical Constraints
Huayang Li, Guoping Huang, Deng Cai +1
Lexically constrained decoding for machine translation has shown to be beneficial in previous studies. Unfortunately, constraints provided by users may contain mistakes in real-wor…
Language-Independent Representor for Neural Machine Translation
Long Zhou, Yuchen Liu, Jiajun Zhang +2
Current Neural Machine Translation (NMT) employs a language-specific encoder to represent the source sentence and adopts a language-specific decoder to generate target translation.…