Joint Learning-based Causal Relation Extraction from Biomedical Literature

no code implementations • 2 Aug 2022 • Dongling Li, Pengchao Wu, Yuehu Dong, Jinghang Gu, Longhua Qian, Guodong Zhou

Causal relation extraction of biomedical entities is one of the most complex tasks in biomedical text mining, which involves two kinds of information: entity relations and entity functions.

Relation Extraction

Modeling Graph Structure in Transformer for Better AMR-to-Text Generation

1 code implementation • IJCNLP 2019 • Jie Zhu, Junhui Li, Muhua Zhu, Longhua Qian, Min Zhang, Guodong Zhou

Recent studies on AMR-to-text generation often formalize the task as a sequence-to-sequence (seq2seq) learning problem by converting an Abstract Meaning Representation (AMR) graph into a word sequence.

AMR-to-Text Generation Text Generation

Bilingual Active Learning for Relation Classification via Pseudo Parallel Corpora

no code implementations • ACL 2014 • Longhua Qian, Haotian Hui, Ya{'}nan Hu, Guodong Zhou, Qiaoming Zhu

Active Learning Classification +3

Bilingual Lexicon Construction from Comparable Corpora via Dependency Mapping

no code implementations • COLING 2012 • Longhua Qian, Hongling Wang, Guodong Zhou, Qiaoming Zhu