machine translation

The Cross-lingual Conversation Summarization Challenge
We propose the shared task of cross-lingual conversation summarization, ConvSumX Challenge, opening new avenues for researchers to …
Yulong Chen, Ming Zhong, Xuefeng Bai, Naihao Deng, Jing Li, Xianchao Zhu, Yue Zhang
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Sentence-State LSTMs For Sequence-to-Sequence Learning
Transformer is currently the dominant method for sequence to sequence problems. In contrast, RNNs have become less popular due to the …
Xuefeng Bai, Yafu Li, Zhirui Zhang, Mingzhou Xu, Boxing Chen, Weihua Luo, Derek F. Wong, Yue Zhang
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A Bilingual Adversarial Autoencoder for Unsupervised Bilingual Lexicon Induction
Unsupervised bilingual lexicon induction aims to generate bilingual lexicons without any cross-lingual signals. Successfully solving …
Xuefeng Bai, Hailong Cao, Kehai Chen, Tiejun Zhao
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Duality Regularization for Unsupervised Bilingual Lexicon Induction
Unsupervised bilingual lexicon induction naturally exhibits duality, which results from symmetry in back-translation. For example, …
Xuefeng Bai, Yue Zhang, Hailong Cao, Tiejun Zhao
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Improving Vector Space Word Representations Via Kernel Canonical Correlation Analysis
Cross-lingual word embeddings are representations for vocabularies of two or more languages in one common continuous vector space and …
Xuefeng Bai, Hailong Cao, Tiejun Zhao
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