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02/24/2023
STA: Self-controlled Text Augmentation for Improving Text Classifications
Despite recent advancements in Machine Learning, many tasks still involv...
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01/06/2023
Topics as Entity Clusters: Entity-based Topics from Language Models and Graph Neural Networks
Topic models aim to reveal the latent structure behind a corpus, typical...
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12/22/2022
Multilingual News Location Detection using an Entity-Based Siamese Network with Semi-Supervised Contrastive Learning and Knowledge Base
Early detection of relevant locations in a piece of news is especially i...
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08/29/2019
Feature2Vec: Distributional semantic modelling of human property knowledge
Feature norm datasets of human conceptual knowledge, collected in survey...
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09/07/2018