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09/20/2023
Knowledge Graph Question Answering for Materials Science (KGQA4MAT): Developing Natural Language Interface for Metal-Organic Frameworks Knowledge Graph (MOF-KG)
We present a comprehensive benchmark dataset for Knowledge Graph Questio...
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11/18/2022
Materials Science Ontology Design with an Analytico-Synthetic Facet Analysis Framework
Researchers across nearly every discipline seek to leverage ontologies f...
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07/10/2022
Building Open Knowledge Graph for Metal-Organic Frameworks (MOF-KG): Challenges and Case Studies
Metal-Organic Frameworks (MOFs) are a class of modular, porous crystalli...
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09/27/2021
Text to Insight: Accelerating Organic Materials Knowledge Extraction via Deep Learning
Scientific literature is one of the most significant resources for shari...
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05/16/2020
Neural Stochastic Block Model Scalable Community-Based Graph Learning
This paper proposes a novel scalable community-based neural framework fo...
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01/14/2019
Large-Scale Joint Topic, Sentiment & User Preference Analysis for Online Reviews
This paper presents a non-trivial reconstruction of a previous joint top...
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12/19/2018
Fast Botnet Detection From Streaming Logs Using Online Lanczos Method
Botnet, a group of coordinated bots, is becoming the main platform of ma...
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12/19/2018
Unifying Topic, Sentiment & Preference in an HDP-Based Rating Regression Model for Online Reviews
This paper proposes a new HDP based online review rating regression mode...
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12/19/2018
Correlated Anomaly Detection from Large Streaming Data
Correlated anomaly detection (CAD) from streaming data is a type of grou...
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10/13/2016