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Zenan Zhai
Zenan Zhai
Verified email at student.unimelb.edu.au
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Improving chemical named entity recognition in patents with contextualized word embeddings
Z Zhai, DQ Nguyen, SA Akhondi, C Thorne, C Druckenbrodt, T Cohn, ...
arXiv preprint arXiv:1907.02679, 2019
362019
Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition
Z Zhai, DQ Nguyen, K Verspoor
arXiv preprint arXiv:1808.08450, 2018
352018
ChEMU: named entity recognition and event extraction of chemical reactions from patents
DQ Nguyen, Z Zhai, H Yoshikawa, B Fang, C Druckenbrodt, C Thorne, ...
European conference on information retrieval, 572-579, 2020
272020
Overview of ChEMU 2020: named entity recognition and event extraction of chemical reactions from patents
J He, DQ Nguyen, SA Akhondi, C Druckenbrodt, C Thorne, R Hoessel, ...
International Conference of the Cross-Language Evaluation Forum for European …, 2020
232020
Brief description of covid-see: The scientific evidence explorer for covid-19 related research
K Verspoor, S Šuster, Y Otmakhova, S Mendis, Z Zhai, B Fang, JH Lau, ...
European Conference on Information Retrieval, 559-564, 2021
202021
Chemu 2020: Natural language processing methods are effective for information extraction from chemical patents
J He, DQ Nguyen, SA Akhondi, C Druckenbrodt, C Thorne, R Hoessel, ...
Frontiers in Research Metrics and Analytics 6, 654438, 2021
132021
Detecting chemical reactions in patents
H Yoshikawa, DQ Nguyen, Z Zhai, C Druckenbrodt, C Thorne, ...
Proceedings of the The 17th Annual Workshop of the Australasian Language …, 2019
112019
ChEMU dataset for information extraction from chemical patents
K Verspoor, DQ Nguyen, SA Akhondi, C Druckenbrodt, C Thorne, ...
Mendeley Data 2, 10-17632, 2020
72020
An extended overview of the CLEF 2020 ChEMU lab: information extraction of chemical reactions from patents
J He, D Quoc Nguyen, SA Akhondi, C Druckenbrodt, C Thorne, R Hoessel, ...
Proceedings of CLEF (Conference and Labs of the Evaluation Forum) 2020 …, 2020
72020
Overview of ChEMU 2021: reaction reference resolution and Anaphora resolution in chemical patents
Y Li, B Fang, J He, H Yoshikawa, SA Akhondi, C Druckenbrodt, C Thorne, ...
International Conference of the Cross-Language Evaluation Forum for European …, 2021
52021
Chemu 2020: Natural language processing methods are effective for information extraction from chemical patents, Frontiers Res
J He, DQ Nguyen, SA Akhondi, C Druckenbrodt, C Thorne, R Hoessel, ...
Metrics Anal 6, 654438, 2021
52021
An extended overview of the CLEF 2020 ChEMU Lab
J He, DQ Nguyen, SA Akhondi, C Druckenbrodt, C Thorne, R Hoessel, ...
Proceedings of the CLEF 2020 conference, 2020
52020
ChEMU 2021: reaction reference resolution and anaphora resolution in chemical patents
J He, B Fang, H Yoshikawa, Y Li, SA Akhondi, C Druckenbrodt, C Thorne, ...
European Conference on Information Retrieval, 608-615, 2021
42021
ChemTables: a dataset for semantic classification on tables in chemical patents
Z Zhai, C Druckenbrodt, C Thorne, SA Akhondi, DQ Nguyen, T Cohn, ...
Journal of Cheminformatics 13 (1), 1-20, 2021
32021
Extended overview of ChEMU 2021: reaction reference resolution and anaphora resolution in chemical patents
Y Li, B Fang, J He, H Yoshikawa, SA Akhondi, C Druckenbrodt, C Thorne, ...
CLEF (Working Notes), 2021
22021
The ChEMU 2022 Evaluation Campaign: Information Extraction in Chemical Patents
Y Li, B Fang, J He, H Yoshikawa, SA Akhondi, C Druckenbrodt, C Thorne, ...
European Conference on Information Retrieval, 400-407, 2022
12022
Chemical reaction reference resolution in patents
H Yoshikawa, S Akhondi, C Thorne, C Druckenbrodt, R Hoessel, Z Zhai, ...
Proceedings of the 2nd Workshop on on Patent Text Mining and Semantic …, 2021
12021
A bag-of-concepts model improves relation extraction in a narrow knowledge domain with limited data
J Chen, K Verspoor, Z Zhai
arXiv preprint arXiv:1904.10743, 2019
12019
Overview of ChEMU 2022 Evaluation Campaign: Information Extraction in Chemical Patents
Y Li, B Fang, J He, H Yoshikawa, SA Akhondi, C Druckenbrodt, C Thorne, ...
International Conference of the Cross-Language Evaluation Forum for European …, 2022
2022
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