| 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 | 443 | 2018 |
| 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 | 397 | 2018 |
| 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 | 329 | 2014 |
| 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 | 316 | 2019 |
| 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 | 276 | 2015 |
| 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 | 262 | 2018 |
| 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 | 205 | 2016 |
| 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 | 197 | 2017 |
| 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 | 164 | 2017 |
| Contextualized weak supervision for text classification D Mekala, J Shang Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020 | 130 | 2020 |
| 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 | 127 | 2023 |
| 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 | 114 | 2019 |
| 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 | 112 | 2017 |
| 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 | 100 | 2015 |
| 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 | 98 | 2017 |
| X-class: Text classification with extremely weak supervision Z Wang, D Mekala, J Shang arXiv preprint arXiv:2010.12794, 2020 | 82 | 2020 |
| 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 | 69 | 2021 |
| 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 | 67 | 2020 |
| Layoutreader: Pre-training of text and layout for reading order detection Z Wang, Y Xu, L Cui, J Shang, F Wei arXiv preprint arXiv:2108.11591, 2021 | 60 | 2021 |
| Empower entity set expansion via language model probing Y Zhang, J Shen, J Shang, J Han arXiv preprint arXiv:2004.13897, 2020 | 57 | 2020 |
Jiawei HanAbel Bliss Professor of Computer Science, University of IllinoisVerified email at cs.uiuc.edu
