Natural language processing for analysis of systematic reviews
Project Member(s): Piccardi, M.
Funding or Partner Organisation: Capital Markets Cooperative Research Centre - Capital Markets CRC (Capital Markets - CRC Scholarship (External))
Start year: 2015
Summary: Natural language processing for analysis of systematic reviews
Publications:
Poostchi, H & Piccardi, M 2022, 'BiLSTM-SSVM: Training the BiLSTM with a Structured Hinge Loss for Named-Entity Recognition', IEEE Transactions on Big Data, vol. 8, no. 1, pp. 203-212.
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Poostchi, H & Piccardi, M 1970, 'A multi-constraint structured hinge loss for named-entity recognition', Proceedings of the Australasian Language Technology Workshop, Annual Workshop of the Australasian Language Technology Association, ACLWEB, Sydney, NSW, Australia, pp. 41-46.
Poostchi, H, Borzeshi, EZ & Piccardi, M 1970, 'BILSTM-CRF for Persian named-entity recognition armanpersonercorpus: The first entity-annotated Persian dataset', LREC 2018 - 11th International Conference on Language Resources and Evaluation, Language Resources and Evaluation Conference, European Language Resources Association (ELRA, Miyazaki, Japan, pp. 4427-4431.
Poostchi, H & Piccardi, M 1970, 'Cluster Labeling by Word Embeddings and WordNet’s Hypernymy', https://www.aclweb.org/anthology/U18-1, Annual Workshop of The Australasian Language Technology Association, Dunedin, New Zealand.
Poostchi, H, Borzeshi, EZ, Abdous, M & Piccardi, M 1970, 'PersoNER: Persian named-entity recognition', COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers, International Conference on Computational Linguistics, COLING, Osaka, Japan, pp. 3381-3389.
Keywords: machine learning, health informatics, low-value care
FOR Codes: Health not elsewhere classified, Pattern Recognition and Data Mining, Computer Software and Services not elsewhere classified, Natural language processing, Other health not elsewhere classified, Information systems, technologies and services not elsewhere classified