Sotabase

Career

· PhD student in CS, University of Illinois, Urbana Champaign2019–

Publications (32)

TaxoGen: Unsupervised Topic Taxonomy Construction by Adaptive Term Embedding and Clustering
Knowledge Discovery and Data Mining · 2018
117
cited
ClusType: Effective Entity Recognition and Typing by Relation Phrase-Based Clustering
Knowledge Discovery and Data Mining · 2015
108
cited
Large-Scale Embedding Learning in Heterogeneous Event Data
Industrial Conference on Data Mining · 2016
86
cited
Embedding Learning with Events in Heterogeneous Information Networks
IEEE Transactions on Knowledge and Data Engineering · 2017
53
cited
ReAct: Online Multimodal Embedding for Recency-Aware Spatiotemporal Activity Modeling
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval · 2017
34
cited
Doc2Cube: Allocating Documents to Text Cube Without Labeled Data
Industrial Conference on Data Mining · 2018
27
cited
Multi-Dimensional, Phrase-Based Summarization in Text Cubes
IEEE Data Engineering Bulletin · 2016
27
cited
EventCube: multi-dimensional search and mining of structured and text data
Knowledge Discovery and Data Mining · 2013
25
cited
Identifying Semantically Deviating Outlier Documents
Conference on Empirical Methods in Natural Language Processing · 2017
20
cited
TaxoGen: Constructing Topical Concept Taxonomy by Adaptive Term Embedding and Clustering
Knowledge Discovery and Data Mining · 2018
20
cited
Guess Me if You Can: Acronym Disambiguation for Enterprises
Annual Meeting of the Association for Computational Linguistics · 2018
18
cited
Life-iNet: A Structured Network-Based Knowledge Exploration and Analytics System for Life Sciences
Annual Meeting of the Association for Computational Linguistics · 2017
18
cited
Cross-media Event Extraction and Recommendation
North American Chapter of the Association for Computational Linguistics · 2016
17
cited
NewsNetExplorer: automatic construction and exploration of news information networks
SIGMOD Conference · 2014
16
cited
Leveraging Pattern Semantics for Extracting Entities in Enterprises
The Web Conference · 2015
13
cited
Doc2Cube: Automated Document Allocation to Text Cube via Dimension-Aware Joint Embedding
2018
10
cited
AMETHYST: a system for mining and exploring topical hierarchies of heterogeneous data
Knowledge Discovery and Data Mining · 2013
9
cited
Waveformer: Linear-Time Attention with Forward and Backward Wavelet Transform
arXiv.org · 2022
6
cited
Research-insight: providing insight on research by publication network analysis
ACM SIGMOD Conference · 2013
5
cited
SkyBoundary: An Improved Approach to Member Promotion in Social Networks
2011 IEEE Ninth International Conference on Dependable, Autonomic and Secure Computing · 2011
5
cited
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Fangbo Tao | Researcher Profile | Sotabase | Sotabase