Prati
Jingbo Shang
Naslov
Citirano
Citirano
Godina
Empower sequence labeling with task-aware neural language model
L Liu, J Shang, X Ren, F Xu, H Gui, J Peng, J Han
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
4282018
Automated phrase mining from massive text corpora
J Shang, J Liu, M Jiang, X Ren, CR Voss, J Han
IEEE Transactions on Knowledge and Data Engineering 30 (10), 1825-1837, 2018
3852018
Inferring gas consumption and pollution emission of vehicles throughout a city
J Shang, Y Zheng, W Tong, E Chang, Y Yu
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
3202014
Cross-type biomedical named entity recognition with deep multi-task learning
X Wang, Y Zhang, X Ren, Y Zhang, M Zitnik, J Shang, C Langlotz, J Han
Bioinformatics 35 (10), 1745-1752, 2019
2942019
Mining quality phrases from massive text corpora
J Liu, J Shang, C Wang, X Ren, J Han
Proceedings of the 2015 ACM SIGMOD international conference on management of …, 2015
2722015
Learning named entity tagger using domain-specific dictionary
J Shang, L Liu, X Ren, X Gu, T Ren, J Han
arXiv preprint arXiv:1809.03599, 2018
2552018
Meta-path guided embedding for similarity search in large-scale heterogeneous information networks
J Shang, M Qu, J Liu, LM Kaplan, J Han, J Peng
arXiv preprint arXiv:1610.09769, 2016
1952016
An attention-based collaboration framework for multi-view network representation learning
M Qu, J Tang, J Shang, X Ren, M Zhang, J Han
Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017
1922017
Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open …
J Guinney, T Wang, TD Laajala, KK Winner, JC Bare, EC Neto, SA Khan, ...
The Lancet Oncology 18 (1), 132-142, 2017
1612017
Contextualized weak supervision for text classification
D Mekala, J Shang
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
1112020
Setexpan: Corpus-based set expansion via context feature selection and rank ensemble
J Shen, Z Wu, D Lei, J Shang, X Ren, J Han
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017
1072017
Detecting urban black holes based on human mobility data
L Hong, Y Zheng, D Yung, J Shang, L Zou
Proceedings of the 23rd SIGSPATIAL international conference on advances in …, 2015
982015
Crossweigh: Training named entity tagger from imperfect annotations
Z Wang, J Shang, L Liu, L Lu, J Liu, J Han
arXiv preprint arXiv:1909.01441, 2019
952019
Metapad: Meta pattern discovery from massive text corpora
M Jiang, J Shang, T Cassidy, X Ren, LM Kaplan, TP Hanratty, J Han
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
922017
Text is all you need: Learning language representations for sequential recommendation
J Li, M Wang, J Li, J Fu, X Shen, J Shang, J McAuley
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
732023
X-class: Text classification with extremely weak supervision
Z Wang, D Mekala, J Shang
arXiv preprint arXiv:2010.12794, 2020
712020
Nettaxo: Automated topic taxonomy construction from text-rich network
J Shang, X Zhang, L Liu, S Li, J Han
Proceedings of the web conference 2020, 1908-1919, 2020
602020
TaxoClass: Hierarchical multi-label text classification using only class names
J Shen, W Qiu, Y Meng, J Shang, X Ren, J Han
NAAC'21: Proceedings of the 2021 Conference of the North American Chapter of …, 2021
572021
Efficient contextualized representation: Language model pruning for sequence labeling
L Liu, X Ren, J Shang, J Peng, J Han
arXiv preprint arXiv:1804.07827, 2018
512018
Empower entity set expansion via language model probing
Y Zhang, J Shen, J Shang, J Han
arXiv preprint arXiv:2004.13897, 2020
492020
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