247 citations · 387 across the 42 of their papers we have counts for
4 papers · 1 filter
Text Information Aggregation with Centrality Attention
Jingjing Gong, Hang Yan, Yining Zheng +2
A lot of natural language processing problems need to encode the text sequence as a fix-length vector, which usually involves aggregation process of combining the representations o…
BERT for Monolingual and Cross-Lingual Reverse Dictionary
Hang Yan, Xiaonan Li, Xipeng Qiu
Reverse dictionary is the task to find the proper target word given the word description. In this paper, we tried to incorporate BERT into this task. However, since BERT is based o…
fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP
Zhichao Geng, Hang Yan, Xipeng Qiu +1
We present fastHan, an open-source toolkit for four basic tasks in Chinese natural language processing: Chinese word segmentation (CWS), Part-of-Speech (POS) tagging, named entity…
FLAT: Chinese NER Using Flat-Lattice Transformer
Xiaonan Li, Hang Yan, Xipeng Qiu +1
Recently, the character-word lattice structure has been proved to be effective for Chinese named entity recognition (NER) by incorporating the word information. However, since the…