Syntactic Transfer Using a Bilingual Lexicon

Visual Bilingual Lexicon Induction with Transferred ConvNet Features

Cross-Lingual Syntactically Informed Distributed Word Representations

We develop a novel cross-lingual word representation model which injects syntactic information through dependency-based contexts into a shared cross-lingual word vector space. The model, termed CL-DepEmb, is based on the…

Resources in Conflict: A Bilingual Valency Lexicon vs. a Bilingual Treebank vs. a Linguistic Theory

In this paper, we would like to exemplify how a syntactically annotated bilingual treebank can help us in exploring and revising a developed linguistic theory. On the material of the Prague Czech-English Dependency Treeb…

Learning Bilingual Word Embeddings Using Lexical Definitions

Bilingual word embeddings, which representlexicons of different languages in a shared em-bedding space, are essential for supporting se-mantic and knowledge transfers in a variety ofcross-lingual NLP tasks. Existing appr…

Modeling Code-Switch Languages Using Bilingual Parallel Corpus

Language modeling is the technique to estimate the probability of a sequence of words. A bilingual language model is expected to model the sequential dependency for words across languages, which is difficult due to the i…