Nattapong Tiyajamorn

Language-agnostic Representation from Multilingual Sentence Encoders for Cross-lingual Similarity Estimation

We propose a method to distill a language-agnostic meaning embedding from a multilingual sentence encoder. By removing language-specific information from the original embedding, we retrieve an embedding that fully represents the sentence’s meaning. The proposed method relies only on parallel corpora…