NNTransitionSegmentor is a package for Word Segmentation using neural networks based on package LibN3L. The current version is a re-implementation of segmentor in ZPar. What is the transition-based framework with beam-search decoding? Please see our ACL2014 tutorial: Syntactic Processing Using Globa...
[ACL2017]Neural Word Segmentation with Rich Pretraining 中文分词的文章,非常有意思 之所以有意思是因为这篇文章将transition-based的方法引入到了neural network, 而且用来分词,当然transition-based用来做..., 还有MLP之间的参数 另外需要给出解释的是: silver data: 非人工标注的语料,可能是已有的工具标注的语料 ...
(Neural end-to-end learning for computational argumentation mining.)将AM作为依赖解析和多个神经网络序列的标记问题进行了研究。 (Here’s my point: Joint pointer architecture for argument mining.2017)引入了基于基于Pointer Networks(Pointer networks. 2015)的序列-序列模型,并且使用编码器和解码器的输出来分别...
3.5.2. Fully Convolutional Neural Networks FCN-based approaches were also selected for comparison with our proposed method due to their high performance in recent RS applications. We opted to use the widely used FCN-8s and U-Net FCN models, because of their successful performance in image classi...