Our predictive analysis shows that the orthographic cues are different for cognates and borrowings, and that underlying linguistic factors captured by our model, such as affixes and diacritics, are indicative of the type of relationship between the words.
we consider words as input sequences and we use a very simple substitution matrix 1 , which assigns  Table 2: Statistics for the dataset of related words.