
-
HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion
Taxonomies are of great value to many knowledge-rich applications. As th...
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...
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...
read it
-
Query-Specific Knowledge Summarization with Entity Evolutionary Networks
Given a query, unlike traditional IR that finds relevant documents or en...
read it
-
Discovering Hypernymy in Text-Rich Heterogeneous Information Network by Exploiting Context Granularity
Text-rich heterogeneous information networks (text-rich HINs) are ubiqui...
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...
read it
-
Weakly-Supervised Hierarchical Text Classification
Hierarchical text classification, which aims to classify text documents ...
read it
-
TaxoGen: Unsupervised Topic Taxonomy Construction by Adaptive Term Embedding and Clustering
Taxonomy construction is not only a fundamental task for semantic analys...
read it
-
Mining Entity Synonyms with Efficient Neural Set Generation
Mining entity synonym sets (i.e., sets of terms referring to the same en...
read it
-
Multi-Task Learning for Email Search Ranking with Auxiliary Query Clustering
User information needs vary significantly across different tasks, and th...
read it
-
Weakly-Supervised Neural Text Classification
Deep neural networks are gaining increasing popularity for the classic t...
read it
-
End-to-End Reinforcement Learning for Automatic Taxonomy Induction
We present a novel end-to-end reinforcement learning approach to automat...
read it
-
Entity Set Search of Scientific Literature: An Unsupervised Ranking Approach
Literature search is critical for any scientific research. Different fro...
read it
-
Investigating Rumor News Using Agreement-Aware Search
In recent years, rumor news has been generated by humans as well as robo...
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...
read it
-
Text Network Exploration via Heterogeneous Web of Topics
A text network refers to a data type that each vertex is associated with...
read it