Sotabase

Career

· Associate Professor, UC San Diego (Current)2024–
· Assistant Professor, UC San Diego2019–2024
· Teaching Assistant, University of Illinois at Urbana-Champaign2015–2015
· Doctor of Philosophy (Ph.D.), Computer Science, 4.0, University of Illinois at Urbana-Champaign2014–2019
· Research Assistant, University of Illinois at Urbana-Champaign2014–2019
· Bachelor's degree, Computer Science, Shanghai Jiao Tong University2010–2014

Publications (134)

Empower Sequence Labeling with Task-Aware Neural Language Model
AAAI Conference on Artificial Intelligence · 2017
349
cited
Automated Phrase Mining from Massive Text Corpora
IEEE Transactions on Knowledge and Data Engineering · 2017
318
cited
Text Is All You Need: Learning Language Representations for Sequential Recommendation
Knowledge Discovery and Data Mining · 2023
318
cited
Cross-type Biomedical Named Entity Recognition with Deep Multi-Task Learning
bioRxiv · 2018
260
cited
Learning Named Entity Tagger using Domain-Specific Dictionary
Conference on Empirical Methods in Natural Language Processing · 2018
226
cited
Mining Quality Phrases from Massive Text Corpora
SIGMOD Conference · 2015
204
cited
An Attention-based Collaboration Framework for Multi-View Network Representation Learning
International Conference on Information and Knowledge Management · 2017
172
cited
Meta-Path Guided Embedding for Similarity Search in Large-Scale Heterogeneous Information Networks
arXiv.org · 2016
153
cited
CrossWeigh: Training Named Entity Tagger from Imperfect Annotations
Conference on Empirical Methods in Natural Language Processing · 2019
117
cited
Contextualized Weak Supervision for Text Classification
Annual Meeting of the Association for Computational Linguistics · 2020
113
cited
ClusterLLM: Large Language Models as a Guide for Text Clustering
Conference on Empirical Methods in Natural Language Processing · 2023
106
cited
LayoutReader: Pre-training of Text and Layout for Reading Order Detection
Conference on Empirical Methods in Natural Language Processing · 2021
96
cited
SetExpan: Corpus-Based Set Expansion via Context Feature Selection and Rank Ensemble
ECML/PKDD · 2017
91
cited
MetaPAD: Meta Pattern Discovery from Massive Text Corpora
Knowledge Discovery and Data Mining · 2017
87
cited
Learning Concise and Descriptive Attributes for Visual Recognition
IEEE International Conference on Computer Vision · 2023
86
cited
X-Class: Text Classification with Extremely Weak Supervision
North American Chapter of the Association for Computational Linguistics · 2020
84
cited
TARNet: Task-Aware Reconstruction for Time-Series Transformer
Knowledge Discovery and Data Mining · 2022
81
cited
TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names
North American Chapter of the Association for Computational Linguistics · 2021
76
cited
UCTopic: Unsupervised Contrastive Learning for Phrase Representations and Topic Mining
Annual Meeting of the Association for Computational Linguistics · 2022
65
cited
NetTaxo: Automated Topic Taxonomy Construction from Text-Rich Network
The Web Conference · 2020
64
cited
Sotabase
Jingbo Shang | Researcher Profile | Sotabase | Sotabase