Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Jingbo Shang

Weakly Supervised Named Entity Tagging with Learnable Logical Rules

Jul 05, 2021
Jiacheng Li, Haibo Ding, Jingbo Shang, Julian McAuley, Zhe Feng

  Access Paper or Ask Questions

UCPhrase: Unsupervised Context-aware Quality Phrase Tagging

May 28, 2021
Xiaotao Gu, Zihan Wang, Zhenyu Bi, Yu Meng, Liyuan Liu, Jiawei Han, Jingbo Shang

* KDD 2021 

  Access Paper or Ask Questions

Unsupervised Deep Keyphrase Generation

Apr 18, 2021
Xianjie Shen, Yinghan Wang, Rui Meng, Jingbo Shang

  Access Paper or Ask Questions

News Meets Microblog: Hashtag Annotation via Retriever-Generator

Apr 18, 2021
Xiuwen Zheng, Dheeraj Mekala, Amarnath Gupta, Jingbo Shang

  Access Paper or Ask Questions

"Average" Approximates "First Principal Component"? An Empirical Analysis on Representations from Neural Language Models

Apr 18, 2021
Zihan Wang, Chengyu Dong, Jingbo Shang

  Access Paper or Ask Questions

Minimally-Supervised Structure-Rich Text Categorization via Learning on Text-Rich Networks

Feb 23, 2021
Xinyang Zhang, Chenwei Zhang, Luna Xin Dong, Jingbo Shang, Jiawei Han

* WWW'21 

  Access Paper or Ask Questions

Data Profiling for Adversarial Training: On the Ruin of Problematic Data

Feb 15, 2021
Chengyu Dong, Liyuan Liu, Jingbo Shang

  Access Paper or Ask Questions

Sensei: Self-Supervised Sensor Name Segmentation

Jan 01, 2021
Jiaman Wu, Dezhi Hong, Rajesh Gupta, Jingbo Shang

  Access Paper or Ask Questions

X-Class: Text Classification with Extremely Weak Supervision

Oct 24, 2020
Zihan Wang, Dheeraj Mekala, Jingbo Shang

  Access Paper or Ask Questions

Overfitting or Underfitting? Understand Robustness Drop in Adversarial Training

Oct 15, 2020
Zichao Li, Liyuan Liu, Chengyu Dong, Jingbo Shang

* Work in Progress 

  Access Paper or Ask Questions

SynSetExpan: An Iterative Framework for Joint Entity Set Expansion and Synonym Discovery

Sep 29, 2020
Jiaming Shen, Wenda Qiu, Jingbo Shang, Michelle Vanni, Xiang Ren, Jiawei Han

* EMNLP 2020 

  Access Paper or Ask Questions

User-Guided Aspect Classification for Domain-Specific Texts

Apr 30, 2020
Peiran Li, Fang Guo, Jingbo Shang

  Access Paper or Ask Questions

Empower Entity Set Expansion via Language Model Probing

Apr 29, 2020
Yunyi Zhang, Jiaming Shen, Jingbo Shang, Jiawei Han

* ACL 2020 

  Access Paper or Ask Questions

FUSE: Multi-Faceted Set Expansion by Coherent Clustering of Skip-grams

Oct 22, 2019
Wanzheng Zhu, Hongyu Gong, Jiaming Shen, Chao Zhang, Jingbo Shang, Suma Bhat, Jiawei Han

  Access Paper or Ask Questions

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

Oct 17, 2019
Jiaming Shen, Zeqiu Wu, Dongming Lei, Jingbo Shang, Xiang Ren, Jiawei Han

* ECMLPKDD 2017 accepted 

  Access Paper or Ask Questions

CrossWeigh: Training Named Entity Tagger from Imperfect Annotations

Sep 03, 2019
Zihan Wang, Jingbo Shang, Liyuan Liu, Lihao Lu, Jiacheng Liu, Jiawei Han

  Access Paper or Ask Questions

Raw-to-End Name Entity Recognition in Social Media

Aug 14, 2019
Liyuan Liu, Zihan Wang, Jingbo Shang, Dandong Yin, Heng Ji, Xiang Ren, Shaowen Wang, Jiawei Han

  Access Paper or Ask Questions

Integrating Local Context and Global Cohesiveness for Open Information Extraction

Nov 04, 2018
Qi Zhu, Xiang Ren, Jingbo Shang, Yu Zhang, Ahmed El-Kishky, Jiawei Han

* 8 pages + 1 page reference. Accepted to WSDM 2019 

  Access Paper or Ask Questions

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

Oct 08, 2018
Xuan Wang, Yu Zhang, Xiang Ren, Yuhao Zhang, Marinka Zitnik, Jingbo Shang, Curtis Langlotz, Jiawei Han

* 7 pages, 4 figures 

  Access Paper or Ask Questions

Learning Named Entity Tagger using Domain-Specific Dictionary

Sep 10, 2018
Jingbo Shang, Liyuan Liu, Xiang Ren, Xiaotao Gu, Teng Ren, Jiawei Han

  Access Paper or Ask Questions

Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling

Sep 10, 2018
Liyuan Liu, Xiang Ren, Jingbo Shang, Jian Peng, Jiawei Han

* EMNLP 2018 

  Access Paper or Ask Questions

Empower Sequence Labeling with Task-Aware Neural Language Model

Nov 23, 2017
Liyuan Liu, Jingbo Shang, Frank F. Xu, Xiang Ren, Huan Gui, Jian Peng, Jiawei Han

* AAAI 2018 

  Access Paper or Ask Questions

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

Sep 19, 2017
Meng Qu, Jian Tang, Jingbo Shang, Xiang Ren, Ming Zhang, Jiawei Han

* CIKM 2017 

  Access Paper or Ask Questions

MetaPAD: Meta Pattern Discovery from Massive Text Corpora

Mar 14, 2017
Meng Jiang, Jingbo Shang, Taylor Cassidy, Xiang Ren, Lance M. Kaplan, Timothy P. Hanratty, Jiawei Han

* 9 pages 

  Access Paper or Ask Questions

Automated Phrase Mining from Massive Text Corpora

Mar 11, 2017
Jingbo Shang, Jialu Liu, Meng Jiang, Xiang Ren, Clare R Voss, Jiawei Han

  Access Paper or Ask Questions

DPPred: An Effective Prediction Framework with Concise Discriminative Patterns

Oct 31, 2016
Jingbo Shang, Meng Jiang, Wenzhu Tong, Jinfeng Xiao, Jian Peng, Jiawei Han

  Access Paper or Ask Questions

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

Oct 31, 2016
Jingbo Shang, Meng Qu, Jialu Liu, Lance M. Kaplan, Jiawei Han, Jian Peng

  Access Paper or Ask Questions

A Parallel and Efficient Algorithm for Learning to Match

Oct 22, 2014
Jingbo Shang, Tianqi Chen, Hang Li, Zhengdong Lu, Yong Yu

* 10 pages, short version was published in ICDM 2014 

  Access Paper or Ask Questions