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10/17/2019
HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion
Taxonomies are of great value to many knowledge-rich applications. As th...
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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...
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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...
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09/29/2019
Query-Specific Knowledge Summarization with Entity Evolutionary Networks
Given a query, unlike traditional IR that finds relevant documents or en...
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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...
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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...
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12/29/2018
Weakly-Supervised Hierarchical Text Classification
Hierarchical text classification, which aims to classify text documents ...
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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...
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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...
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09/15/2018
Multi-Task Learning for Email Search Ranking with Auxiliary Query Clustering
User information needs vary significantly across different tasks, and th...
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09/02/2018
Weakly-Supervised Neural Text Classification
Deep neural networks are gaining increasing popularity for the classic t...
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05/10/2018
End-to-End Reinforcement Learning for Automatic Taxonomy Induction
We present a novel end-to-end reinforcement learning approach to automat...
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04/29/2018
Entity Set Search of Scientific Literature: An Unsupervised Ranking Approach
Literature search is critical for any scientific research. Different fro...
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02/21/2018
Investigating Rumor News Using Agreement-Aware Search
In recent years, rumor news has been generated by humans as well as robo...
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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...
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10/02/2016