Jiaming Shen

is this you? claim profile

0 followers
University of Southern California ∙ Shanghai Jiao Tong University ∙ University of Illinois at Urbana-Champaign ∙ University of Notre Dame

HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion

Taxonomies are of great value to many knowledge-rich applications. As th...
10/17/2019 ∙ by Jiaming Shen, et al. ∙ 25 ∙ share

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

Corpus-based set expansion (i.e., finding the "complete" set of entities...
10/17/2019 ∙ by Jiaming Shen, et al. ∙ 0 ∙ share

read it
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...
10/10/2019 ∙ by Wanzheng Zhu, et al. ∙ 0 ∙ share

read it
Query-Specific Knowledge Summarization with Entity Evolutionary Networks

Given a query, unlike traditional IR that finds relevant documents or en...
09/29/2019 ∙ by Carl Yang, et al. ∙ 0 ∙ share

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

Text-rich heterogeneous information networks (text-rich HINs) are ubiqui...
09/04/2019 ∙ by Yu Shi, et al. ∙ 0 ∙ share

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

Cognitive task analysis (CTA) is a type of analysis in applied psycholog...
06/26/2019 ∙ by Junyi Du, et al. ∙ 0 ∙ share

read it
Weakly-Supervised Hierarchical Text Classification

Hierarchical text classification, which aims to classify text documents ...
12/29/2018 ∙ by Yu Meng, et al. ∙ 0 ∙ share

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

Taxonomy construction is not only a fundamental task for semantic analys...
12/22/2018 ∙ by Chao Zhang, et al. ∙ 0 ∙ share

read it
Mining Entity Synonyms with Efficient Neural Set Generation

Mining entity synonym sets (i.e., sets of terms referring to the same en...
11/16/2018 ∙ by Jiaming Shen, et al. ∙ 0 ∙ share

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

User information needs vary significantly across different tasks, and th...
09/15/2018 ∙ by Jiaming Shen, et al. ∙ 0 ∙ share

read it
Weakly-Supervised Neural Text Classification

Deep neural networks are gaining increasing popularity for the classic t...
09/02/2018 ∙ by Yu Meng, et al. ∙ 0 ∙ share

read it
End-to-End Reinforcement Learning for Automatic Taxonomy Induction

We present a novel end-to-end reinforcement learning approach to automat...
05/10/2018 ∙ by Yuning Mao, et al. ∙ 0 ∙ share

read it
Entity Set Search of Scientific Literature: An Unsupervised Ranking Approach

Literature search is critical for any scientific research. Different fro...
04/29/2018 ∙ by Jiaming Shen, et al. ∙ 0 ∙ share

read it
Investigating Rumor News Using Agreement-Aware Search

In recent years, rumor news has been generated by humans as well as robo...
02/21/2018 ∙ by Jingbo Shang, et al. ∙ 0 ∙ share

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

Wikidata is the new, large-scale knowledge base of the Wikimedia Foundat...
12/19/2017 ∙ by Qi Zhu, et al. ∙ 0 ∙ share

read it
Text Network Exploration via Heterogeneous Web of Topics

A text network refers to a data type that each vertex is associated with...
10/02/2016 ∙ by Junxian He, et al. ∙ 0 ∙ share

read it

Jiaming Shen

Featured Co-authors

Chao Zhang

Jiawei Han

Xiang Ren

Qi Zhu

Meng Jiang

Jingbo Shang

Yu Shi

Liyuan Liu

Carl Yang

Yu Meng

Suma Bhat

HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion

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

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

Query-Specific Knowledge Summarization with Entity Evolutionary Networks

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

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

Weakly-Supervised Hierarchical Text Classification

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

Mining Entity Synonyms with Efficient Neural Set Generation

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

Weakly-Supervised Neural Text Classification

End-to-End Reinforcement Learning for Automatic Taxonomy Induction

Entity Set Search of Scientific Literature: An Unsupervised Ranking Approach

Investigating Rumor News Using Agreement-Aware Search

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

Text Network Exploration via Heterogeneous Web of Topics