In spite of lots of cross-lingual word embedding models for various languages, approaches that support cross-lingual word embedding between languages that have different word order and different...doi:10.1007/978-981-10-5281-1_48Min-su Kim...
Insertions and deletions (indels) represent a common type of sequence variations, which are less studied and pose many important biological questions. Recent research has shown that the presence of sizable indels in protein sequences may be indicative of
The Pearson correlation coefficient (r2) as implemented in MS Excel was used to evaluate the linearity of the resulting plot. The power law distribution is represented by the function:S(x) = ax-b The logarithmic transformation of the function is:log(S(x)) = log(a) – blog(x) Therefore...
BRNN输入N个词的序列,每个用one-hot编码,将每个word转换成一个h-dimensional向量。因为使用了word周围长度变化的上下文,word的表示得到了丰富。用t表示word在sentence里的位置,准确的BRNN公式如下: IIt是word的one-hot向量。Ww是词的编码矩阵,初始化采用300维的word2vec[41]权重,并且在训练过程中保持固定以避免过拟...
In this study, we address the problem of cross-lingual word embedding between Korean and English that have different word order and origin and perform experiments to examine its performance behavior. Cross-lingual models have different levels of supervision. For training between languages which have ...