1 code implementation • NAACL 2022 • Linzhi Wu, Pengjun Xie, Jie zhou, Meishan Zhang, Chunping Ma, Guangwei Xu, Min Zhang
Prior research has mainly resorted to heuristic rule-based constraints to reduce the noise for specific self-augmentation methods individually.
1 code implementation • ACL 2021 • Chen Qian, Fuli Feng, Lijie Wen, Chunping Ma, Pengjun Xie
In inference, given a factual input document, Corsair imagines its two counterfactual counterparts to distill and mitigate the two biases captured by the poisonous model.
no code implementations • ACL 2020 • Jie Zhou, Chunping Ma, Dingkun Long, Guangwei Xu, Ning Ding, Haoyu Zhang, Pengjun Xie, Gongshen Liu
Hierarchical text classification is an essential yet challenging subtask of multi-label text classification with a taxonomic hierarchy.
General Classification Hierarchical Multi-label Classification +3
no code implementations • SEMEVAL 2019 • Xiaobin Wang, Chunping Ma, Huafei Zheng, Chu Liu, Pengjun Xie, Linlin Li, Luo Si
This paper describes DM-NLP{'}s system for toponym resolution task at Semeval 2019.
no code implementations • SEMEVAL 2018 • Chunping Ma, Huafei Zheng, Pengjun Xie, Chen Li, Linlin Li, Luo Si
This paper describes our submissions for SemEval-2018 Task 8: Semantic Extraction from CybersecUrity REports using NLP.