110 citations · 306 across the 29 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.CL2019★ 1 cited
Enhancing Pre-trained Chinese Character Representation with Word-aligned Attention
Yanzeng Li, Bowen Yu, Mengge Xue +1
Most Chinese pre-trained models take character as the basic unit and learn representation according to character's external contexts, ignoring the semantics expressed in the word,…
cs.CL2019★ 14 cited
Porous Lattice-based Transformer Encoder for Chinese NER
Xue Mengge, Yu Bowen, Liu Tingwen +3
Incorporating lattices into character-level Chinese named entity recognition is an effective method to exploit explicit word information. Recent works extend recurrent and convolut…
cs.CL2019★ 56 cited
Joint Extraction of Entities and Relations Based on a Novel Decomposition Strategy
Bowen Yu, Zhenyu Zhang, Xiaobo Shu +4
Joint extraction of entities and relations aims to detect entity pairs along with their relations using a single model. Prior work typically solves this task in the extract-then-cl…