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cs.CL2023
SPICED: News Similarity Detection Dataset with Multiple Topics and Complexity Levels
Elena Shushkevich, Long Mai, Manuel V. Loureiro +2
The proliferation of news media outlets has increased the demand for intelligent systems capable of detecting redundant information in news articles in order to enhance user experi…
cs.CL2019
Feature2Vec: Distributional semantic modelling of human property knowledge
Steven Derby, Paul Miller, Barry Devereux
Feature norm datasets of human conceptual knowledge, collected in surveys of human volunteers, yield highly interpretable models of word meaning and play an important role in neuro…
cs.CL2018
Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge
Steven Derby, Paul Miller, Brian Murphy +1
Distributional models provide a convenient way to model semantics using dense embedding spaces derived from unsupervised learning algorithms. However, the dimensions of dense embed…