Benchmarking clinical speech recognition and information extraction: new data, methods, and evaluations H Suominen, L Zhou, L Hanlen, G Ferraro JMIR medical informatics 3 (2), e4321, 2015 | 67 | 2015 |
Named entity recognition for novel types by transfer learning L Qu, G Ferraro, L Zhou, W Hou, T Baldwin arXiv preprint arXiv:1610.09914, 2016 | 52 | 2016 |
Big data small data, in domain out-of domain, known word unknown word: The impact of word representation on sequence labelling tasks L Qu, G Ferraro, L Zhou, W Hou, N Schneider, T Baldwin arXiv preprint arXiv:1504.05319, 2015 | 42 | 2015 |
Capturing patient information at nursing shift changes: methodological evaluation of speech recognition and information extraction H Suominen, M Johnson, L Zhou, P Sanchez, R Sirel, J Basilakis, ... Journal of the American Medical Informatics Association 22 (e1), e48-e66, 2015 | 31 | 2015 |
Adapting state-of-the-art deep language models to clinical information extraction systems: Potentials, challenges, and solutions L Zhou, H Suominen, T Gedeon JMIR medical informatics 7 (2), e11499, 2019 | 24 | 2019 |
Task 1 of the CLEF eHealth evaluation lab 2016: Handover information extraction H Suominen, L Zhou, L Goeuriot, L Kelly Springer, 2016 | 17 | 2016 |
A year of papers using biomedical texts: findings from the section on natural language processing of the IMIA yearbook N Grabar, C Grouin Yearbook of medical informatics 28 (01), 218-222, 2019 | 8 | 2019 |
Evaluation data and benchmarks for cascaded speech recognition and entity extraction L Zhou, H Suominen, L Hanlen proceedings of the Third Edition Workshop on Speech, Language & Audio in …, 2015 | 7 | 2015 |
EPUTION at SemEval-2018 task 2: Emoji prediction with user adaption L Zhou, Q Xu, H Suominen, T Gedeon Proceedings of The 12th International Workshop on Semantic Evaluation, 449-453, 2018 | 4 | 2018 |
Information extraction to improve standard compliance: The case of clinical handover L Zhou, H Suominen AI 2015: Advances in Artificial Intelligence: 28th Australasian Joint …, 2015 | 2 | 2015 |
Improving Student Forum Responsiveness: Detecting Duplicate Questions in Educational Forums M Mohania, L Zhou, T Gedeon Neural Information Processing: 26th International Conference, ICONIP 2019 …, 2019 | | 2019 |
Text segmentation and Chinese site search L Zhou, D Hawking, P Thomas Proceedings of the 20th Australasian Document Computing Symposium, 1-4, 2015 | | 2015 |