Jingbo Shang

Best Publications

• Empower Sequence Labeling with Task-Aware Neural Language Model

  Liyuan Liu;Jingbo Shang;Frank F. Xu;Xiang Ren

  356
  Citations

• Automated Phrase Mining from Massive Text Corpora

  Jingbo Shang;Jialu Liu;Meng Jiang;Xiang Ren

  339
  Citations

• Inferring gas consumption and pollution emission of vehicles throughout a city

  Jingbo Shang;Yu Zheng;Wenzhu Tong;Eric Chang

  310
  Citations

• Cross-type Biomedical Named Entity Recognition with Deep Multi-Task Learning

  Xuan Wang;Yu Zhang;Xiang Ren;Yuhao Zhang

  287
  Citations

• Mining Quality Phrases from Massive Text Corpora

  Jialu Liu;Jingbo Shang;Chi Wang;Xiang Ren

  245
  Citations

• Learning named entity tagger using domain-specific dictionary

  Jingbo Shang;Liyuan Liu;Xiaotao Gu;Xiang Ren

  236
  Citations

• Empower Sequence Labeling with Task-Aware Neural Language Model

  Liyuan Liu;Jingbo Shang;Frank F. Xu;Xiang Ren

  176
  Citations

• An Attention-based Collaboration Framework for Multi-View Network Representation Learning

  Meng Qu;Jian Tang;Jingbo Shang;Xiang Ren

  171
  Citations

• Text Is All You Need: Learning Language Representations for Sequential Recommendation

  Unknown

  147
  Citations

• Meta-Path Guided Embedding for Similarity Search in Large-Scale Heterogeneous Information Networks

  Jingbo Shang;Meng Qu;Jialu Liu;Lance M. Kaplan

  142
  Citations

• Contextualized Weak Supervision for Text Classification

  Unknown

  113
  Citations

• CrossWeigh: Training Named Entity Tagger from Imperfect Annotations.

  Zihan Wang;Jingbo Shang;Liyuan Liu;Lihao Lu

  97
  Citations

• SetExpan: Corpus-Based Set Expansion via Context Feature Selection and Rank Ensemble

  Jiaming Shen;Zeqiu Wu;Dongming Lei;Jingbo Shang

  95
  Citations

• Detecting urban black holes based on human mobility data

  Liang Hong;Yu Zheng;Duncan Yung;Jingbo Shang

  90
  Citations

• MetaPAD: Meta Pattern Discovery from Massive Text Corpora

  Meng Jiang;Jingbo Shang;Taylor Cassidy;Xiang Ren

  88
  Citations

• X-Class: Text Classification with Extremely Weak Supervision

  Unknown

  65
  Citations

• UCTopic: Unsupervised Contrastive Learning for Phrase Representations and Topic Mining

  Unknown

  64
  Citations

• NetTaxo: Automated Topic Taxonomy Construction from Text-Rich Network

  Jingbo Shang;Xinyang Zhang;Liyuan Liu;Sha Li

  55
  Citations

• TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names

  Jiaming Shen;Wenda Qiu;Yu Meng;Jingbo Shang

  55
  Citations

• Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling

  Liyuan Liu;Xiang Ren;Jingbo Shang;Xiaotao Gu

  44
  Citations