Sentence Matching with Syntax- and Semantics-Aware BERT COLING

Tao Liu | Xin Wang | Chengguo Lv | Ranran Zhen | Guohong Fu |

UER: An Open-Source Toolkit for Pre-training Models EMNLP

Zhe Zhao | Hui Chen | Jinbin Zhang | Xin Zhao | Tao Liu | Wei Lu | Xi Chen | Haotang Deng | Qi Ju | Xiaoyong Du |

Analogical Reasoning on Chinese Morphological and Semantic Relations ACL

Shen Li | Zhe Zhao | Renfen Hu | Wensi Li | Tao Liu | Xiaoyong Du |

Subword-level Composition Functions for Learning Word Embeddings NAACL SCLeM WS

Bofang Li | Aleksandr Drozd | Tao Liu | Xiaoyong Du |

Ngram2vec: Learning Improved Word Representations from Ngram Co-occurrence Statistics EMNLP

Zhe Zhao | Tao Liu | Shen Li | Bofang Li | Xiaoyong Du |

Initializing Convolutional Filters with Semantic Features for Text Classification EMNLP

Shen Li | Zhe Zhao | Tao Liu | Renfen Hu | Xiaoyong Du |

Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings EMNLP

Bofang Li | Tao Liu | Zhe Zhao | Buzhou Tang | Aleksandr Drozd | Anna Rogers | Xiaoyong Du |

Weighted Neural Bag-of-n-grams Model: New Baselines for Text Classification COLING

Bofang Li | Zhe Zhao | Tao Liu | Puwei Wang | Xiaoyong Du |