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08/12/2021
HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations
Recently, several Knowledge Graph Embedding (KGE) approaches have been d...
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06/01/2021
KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction
We present a novel method for relation extraction (RE) from a single sen...
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03/17/2021
Capturing Knowledge of Emerging Entities From Extended Search Snippets
Google and other search engines feature the entity search by representin...
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01/25/2021
CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata
In this paper, we propose CHOLAN, a modular approach to target end-to-en...
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10/16/2020
QA2Explanation: Generating and Evaluating Explanations for Question Answering Systems over Knowledge Graph
In the era of Big Knowledge Graphs, Question Answering (QA) systems have...
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09/18/2020
RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network
In this paper, we present a novel method named RECON, that automatically...
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12/12/2019
Context-aware Entity Linking with Attentive Neural Networks on Wikidata Knowledge Graph
The Entity Linking (EL) approaches have been a long-standing research fi...
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08/14/2019
Towards Optimisation of Collaborative Question Answering over Knowledge Graphs
Collaborative Question Answering (CQA) frameworks for knowledge graphs a...
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07/04/2019
A Road-map Towards Explainable Question Answering A Solution for Information Pollution
The increasing rate of information pollution on the Web requires novel s...
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11/24/2018
HCqa: Hybrid and Complex Question Answering on Textual Corpus and Knowledge Graph
Question Answering (QA) systems provide easy access to the vast amount o...
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11/01/2018
Analyzing and learning the language for different types of harassment
The presence of a significant amount of harassment in user-generated con...
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09/26/2018
No One is Perfect: Analysing the Performance of Question Answering Components over the DBpedia Knowledge Graph
Question answering (QA) over knowledge graphs has gained significant mom...
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08/06/2018
Principles for Developing a Knowledge Graph of Interlinked Events from News Headlines on Twitter
The ever-growing datasets published on Linked Open Data mainly contain e...
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03/12/2018
Concept2vec: Metrics for Evaluating Quality of Embeddings for Ontological Concepts
Although there is an emerging trend towards generating embeddings for pr...
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02/26/2018
Publishing a Quality Context-aware Annotated Corpus and Lexicon for Harassment Research
Having a quality annotated corpus is essential especially for applied re...
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01/19/2017