We train a language-universal dependency parser on a multilingual collection of treebanks. The parsing model uses multilingual word embeddings alongside learned and specified typological information, enabling generalization based on linguistic universals and based on typological similarities. We evaluate our parser’s performance on languages in the training set as well as on the unsupervised sc...

We train one multilingual model for dependency parsing and use it to parse sentences in several languages. The parsing model uses (i) multilingual word clusters and embeddings; (ii) token-level language information; and (iii) language-specific features (finegrained POS tags). This input representation enables the parser not only to parse effectively in multiple languages, but also to generalize...

The question of who is and who is not a bilingual is more difficult to answer than it first appears. Bilingualism was long regarded as the equal mastery of two languages, a definition that still prevails in certain glossaries of linguistics. However, today's complex world requires a more exact definition and analysis of the competencies that community members require to interact with speakers o...

Introduction        A dialect is a variety of a language used by group of people whose lexicon, syntax, phonetics and phonology are different from those of other people. The existence of many geographical, economic and social barriers among the speakers of a language cause the emergence of many dialects. As such, each language has many dialects and accents and each dialect has many different ac...