• 《Inducing Crosslingual Distributed Representations of Words》 (Coling2012, )
  • 《Improving Vector Space Word Representations Using Multilingual Correlation 》(ACL2014)
  • 《Multilingual Models for Compositional Distributed Semantics
    》 (BiCVM, ACL2014, Github)
  • 《an-autoencoder-approach-to-learning-bilingual-word-representations》 (NIPS2014, Autoencode)
  • 《BilBOWA: Fast Bilingual Distributed Representations withoutWord Alignments 》 (BilBOWA, JMLR2015, Github)
  • 《Learning Cross-lingualWord Embeddings via Matrix Co-factorization》 (ACL2015, CLC-WA, CLC+WA Code) Tianze Shi Zhiyuan Liu Yang Liu Maosong Sun
  • 《Bilingual Word Representations with Monolingual Quality in Mind
    》 (NAACL2015, BiSkip, Github) Minh-Thang Luong Hieu Pham Christopher D. Manning
  • 《Trans-gram, Fast Cross-lingual Word-embeddings》 (EMNLP2015, Trans-Gram)
  • 《Learning CrosslingualWord Embeddings without Bilingual Corpora 》(EMNLP2016, Github)
  • 《Learning Cross-lingual Representations with Matrix Factorization》 (ACL2016, CMF, )
  • 《Cross-lingual Models of Word Embeddings An Empirical Comparison》 (Survey, ACL2016)
  • 《Massively Multilingual Word Embeddings》 (arxiv2016, MultiCluster, MultiCCA, Homepage, Online Cross Word Embedding Evaluation Task)
  • 《Bilingual Word Embeddings from Parallel and Non-parallel Corpora for cross-langual text classification》 (NAACL2016, BRAVE, Bilingual Paragraph Vectors)
  • 《Bilingual Lexicon Induction From Non-Parallel DataWith Minimal Supervision》 (AAAI2017, BiLex, Code)