Steven Derby

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Top Venues

Publications

Elena Shushkevich, Long Thanh Mai, Manuel V. Loureiro, Steven Derby, Tri Kurniawan Wijaya
SPICED: News Similarity Detection Dataset with Multiple Topics and Complexity Levels. LREC/COLING (2024)
Manuel V. Loureiro, Steven Derby, Tri Kurniawan Wijaya
Topics as Entity Clusters: Entity-based Topics from Large Language Models and Graph Neural Networks. LREC/COLING (2024)
Elena Shushkevich, Long Mai, Manuel V. Loureiro, Steven Derby, Tri Kurniawan Wijaya
SPICED: News Similarity Detection Dataset with Multiple Topics and Complexity Levels. CoRR (2023)
Congcong Wang, Gonzalo Fiz Pontiveros, Steven Derby, Tri Kurniawan Wijaya
STA: Self-controlled Text Augmentation for Improving Text Classifications. CoRR (2023)
Manuel V. Loureiro, Steven Derby, Tri Kurniawan Wijaya
Topics as Entity Clusters: Entity-based Topics from Language Models and Graph Neural Networks. CoRR (2023)
Víctor Suárez-Paniagua, Steven Derby, Tri Kurniawan Wijaya
Multilingual News Location Detection using an Entity-Based Siamese Network with Semi-Supervised Contrastive Learning and Knowledge Base. CoRR (2022)
Steven Derby, Barry Devereux, Paul Miller
Representation and Pre-Activation of Lexical-Semantic Knowledge in Neural Language Models. CMLS (2021)
Steven Derby, Paul Miller, Barry Devereux
Encoding Lexico-Semantic Knowledge using Ensembles of Feature Maps from Deep Convolutional Neural Networks. COLING (2020)
Steven Derby, Paul Miller, Barry Devereux
Analysing Word Representation from the Input and Output Embeddings in Neural Network Language Models. CoNLL (2020)
Steven Derby, Paul Miller, Barry Devereux
Feature2Vec: Distributional semantic modelling of human property knowledge. EMNLP/IJCNLP (1) (2019)
Steven Derby, Paul Miller, Barry Devereux
Feature2Vec: Distributional semantic modelling of human property knowledge. CoRR (2019)
Steven Derby, Paul Miller, Brian Murphy, Barry Devereux
Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge. CoNLL (2018)
Steven Derby, Paul Miller, Brian Murphy, Barry Devereux
Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model. BlackboxNLP@EMNLP (2018)
Steven Derby, Paul Miller, Brian Murphy, Barry Devereux
Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge. CoRR (2018)