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Topics as Entity Clusters: Entity-based Topics from Language Models and Graph Neural Networks


Jan 06, 2023
Manuel V. Loureiro, Steven Derby, Tri Kurniawan Wijaya

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* 12 pages, 1 figure 

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Multilingual News Location Detection using an Entity-Based Siamese Network with Semi-Supervised Contrastive Learning and Knowledge Base


Dec 22, 2022
Víctor Suárez-Paniagua, Steven Derby, Tri Kurniawan Wijaya

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Feature2Vec: Distributional semantic modelling of human property knowledge


Aug 29, 2019
Steven Derby, Paul Miller, Barry Devereux

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* Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019) 
* 7 pages, Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019) 

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Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge


Sep 18, 2018
Steven Derby, Paul Miller, Brian Murphy, Barry Devereux

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* To appear in Proceedings of the 22nd Conference on Computational Natural Language Learning (CoNLL 2018), Brussels, Belguim, October 31 - November 1, 2018 

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