Peng-Hsuan Li, Ting-Fu Chen, Jheng-Ying Yu, Shang-Hung Shih, Chan-Hung Su, Yin-Hung Lin, Huai-Kuang Tsai, Hsueh-Fen Juan, Chien-Yu Chen, and Jia-Hsin Huang. 2022. pubmedKB: an interactive web server to explore biomedical entity relations from biomedical literature. Nucleic Acids Research.
Peng-Hsuan Li, Tsu-Jui Fu, and Wei-Yun Ma. 2020. Why Attention? Analyze BiLSTM Deficiency and Its Remedies in the Case of NER. In Proceedings of the AAAI Conference on Artificial Intelligence.
[AAAI] [arXiv] [repo] [poster]
Tsu-Jui Fu, Peng-Hsuan Li, and Wei-Yun Ma. 2019. GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation Extraction. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics.
[ACL] [repo] [bib] [slides] [poster]
Jhih-Sheng Fan, Mu Yang, Peng-Hsuan Li, and Wei-Yun Ma. 2019. HWE: Word Embedding with Heterogeneous Features. In Proceedings of 2019 IEEE 13th International Conference on Semantic Computing (ICSC).
Peng-Hsuan Li, Ruo-Ping Dong, Yu-Siang Wang, Ju-Chieh Chou, and Wei-Yun Ma. 2017. Leveraging Linguistic Structures for Named Entity Recognition with Bidirectional Recursive Neural Networks. In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing.
[EMNLP] [repo] [appendix] [bib] [slides] [poster]
Peng-Hsuan Li, Wei-Yun Ma, and Hsin-Yang Wang. 2017. CKIP at IJCNLP-2017 Task 2: Neural Valence-Arousal Prediction for Phrases. In Proceedings of the IJCNLP 2017, Shared Tasks.
[IJCNLP] [bib] [poster]