Jiaming Shen

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University of Southern California

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Shanghai Jiao Tong University

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University of Illinois at Urbana-Champaign

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University of Notre Dame

Featured Co-authors

Chao Zhang
167 publications
Jiawei Han
114 publications
Xiang Ren
103 publications
Qi Zhu
49 publications
Meng Jiang
43 publications
Jingbo Shang
40 publications
Carl Yang
38 publications
Yu Shi
33 publications
Hongyu Gong
27 publications
Yu Meng
25 publications
Xinbing Wang
25 publications

∙ 10/17/2019

HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion

Taxonomies are of great value to many knowledge-rich applications. As th...

Jiaming Shen, et al. ∙

∙ 10/17/2019

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

Corpus-based set expansion (i.e., finding the "complete" set of entities...

Jiaming Shen, et al. ∙

∙ 10/10/2019

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

Set expansion aims to expand a small set of seed entities into a complet...

Wanzheng Zhu, et al. ∙

∙ 09/29/2019

Query-Specific Knowledge Summarization with Entity Evolutionary Networks

Given a query, unlike traditional IR that finds relevant documents or en...

Carl Yang, et al. ∙

∙ 09/04/2019

Discovering Hypernymy in Text-Rich Heterogeneous Information Network by Exploiting Context Granularity

Text-rich heterogeneous information networks (text-rich HINs) are ubiqui...

Yu Shi, et al. ∙

∙ 06/26/2019

Eliciting Knowledge from Experts:Automatic Transcript Parsing for Cognitive Task Analysis

Cognitive task analysis (CTA) is a type of analysis in applied psycholog...

Junyi Du, et al. ∙

∙ 12/29/2018

Weakly-Supervised Hierarchical Text Classification

Hierarchical text classification, which aims to classify text documents ...

Yu Meng, et al. ∙

∙ 12/22/2018

TaxoGen: Unsupervised Topic Taxonomy Construction by Adaptive Term Embedding and Clustering

Taxonomy construction is not only a fundamental task for semantic analys...

Chao Zhang, et al. ∙

∙ 11/16/2018

Mining Entity Synonyms with Efficient Neural Set Generation

Mining entity synonym sets (i.e., sets of terms referring to the same en...

Jiaming Shen, et al. ∙

∙ 09/15/2018

Multi-Task Learning for Email Search Ranking with Auxiliary Query Clustering

User information needs vary significantly across different tasks, and th...

Jiaming Shen, et al. ∙

∙ 09/02/2018

Weakly-Supervised Neural Text Classification

Deep neural networks are gaining increasing popularity for the classic t...

Yu Meng, et al. ∙

∙ 05/10/2018

End-to-End Reinforcement Learning for Automatic Taxonomy Induction

We present a novel end-to-end reinforcement learning approach to automat...

Yuning Mao, et al. ∙

∙ 04/29/2018

Entity Set Search of Scientific Literature: An Unsupervised Ranking Approach

Literature search is critical for any scientific research. Different fro...

Jiaming Shen, et al. ∙

∙ 02/21/2018

Investigating Rumor News Using Agreement-Aware Search

In recent years, rumor news has been generated by humans as well as robo...

Jingbo Shang, et al. ∙

∙ 12/19/2017

Wikidata Vandalism Detection - The Loganberry Vandalism Detector at WSDM Cup 2017

Wikidata is the new, large-scale knowledge base of the Wikimedia Foundat...

Qi Zhu, et al. ∙

∙ 10/02/2016

Text Network Exploration via Heterogeneous Web of Topics

A text network refers to a data type that each vertex is associated with...

Junxian He, et al. ∙

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