M
Mengchuan Qiu
Publications - 3
Citations - 6
Mengchuan Qiu is an academic researcher. The author has contributed to research in topics: Computer science & Natural language processing. The author has an hindex of 2, co-authored 3 publications receiving 6 citations.
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Journal ArticleDOI
Pronounce differently, mean differently: A multi-tagging-scheme learning method for Chinese NER integrated with lexicon and phonetic features
TL;DR: The authors integrated phonetic features of Chinese characters with the lexicon information to help disambiguate the entity boundary recognition by fully exploring the potential of Chinese as a pictophonetic language.
Proceedings ArticleDOI
Pretraining Multi-modal Representations for Chinese NER Task with Cross-Modality Attention
TL;DR: M-CNER is presented, a model for learning multi-modal representations of Chinese semantics, glyphs, and phonetics, via four pretraining tasks, which outperforms the state-of-the-art baseline methods on four benchmark datasets, and the ablation study also verifies the effectiveness of the pre-trained multi- modal representations.
Proceedings ArticleDOI
PSP: Progressive Space Pruning for Efficient Graph Neural Architecture Search
TL;DR: This paper proposes a novel and effective graph neural architecture search method called PSP from the perspective of search space design, and reveals that PSP outperforms the state-of-the-art handcrafted architectures and the existing NAS methods in terms of effectiveness and efficiency.