2 citations · 3 across the 7 of their papers we have counts for
3 papers · 1 filter
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…
STA: Self-controlled Text Augmentation for Improving Text Classifications
Congcong Wang, Gonzalo Fiz Pontiveros, Steven Derby +1
Despite recent advancements in Machine Learning, many tasks still involve working in low-data regimes which can make solving natural language problems difficult. Recently, a number…
Topics as Entity Clusters: Entity-based Topics from Large Language Models and Graph Neural Networks
Manuel V. Loureiro, Steven Derby, Tri Kurniawan Wijaya
Topic models aim to reveal latent structures within a corpus of text, typically through the use of term-frequency statistics over bag-of-words representations from documents. In re…