Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge. - Steven Derby; Paul Miller 003; Brian Murphy; Barry Devereux (CoNLL, 2018)

Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model. - Steven Derby; Paul Miller 003; Brian Murphy; Barry Devereux (BlackboxNLP@EMNLP, 2018)

Feature2Vec: Distributional semantic modelling of human property knowledge. - Steven Derby; Paul Miller 003; Barry Devereux (EMNLP/IJCNLP (1), 2019)

Encoding Lexico-Semantic Knowledge using Ensembles of Feature Maps from Deep Convolutional Neural Networks. - Steven Derby; Paul Miller 003; Barry Devereux (COLING, 2020)

Analysing Word Representation from the Input and Output Embeddings in Neural Network Language Models. - Steven Derby; Paul Miller 003; Barry Devereux (CoNLL, 2020)

Representation and Pre-Activation of Lexical-Semantic Knowledge in Neural Language Models. - Steven Derby; Barry Devereux; Paul Miller 003 (CMLS, 2021)

Multilingual News Location Detection using an Entity-Based Siamese Network with Semi-Supervised Contrastive Learning and Knowledge Base. - Víctor Suárez-Paniagua; Steven Derby; Tri Kurniawan Wijaya (CoRR, 2022)

Topics as Entity Clusters: Entity-based Topics from Language Models and Graph Neural Networks. - Manuel V. Loureiro; Steven Derby; Tri Kurniawan Wijaya (CoRR, 2023)

STA: Self-controlled Text Augmentation for Improving Text Classifications. - Congcong Wang; Gonzalo Fiz Pontiveros; Steven Derby; Tri Kurniawan Wijaya (CoRR, 2023)

Topics as Entity Clusters: Entity-based Topics from Large Language Models and Graph Neural Networks. - Manuel V. Loureiro; Steven Derby; Tri Kurniawan Wijaya (LREC/COLING, 2024)

SPICED: News Similarity Detection Dataset with Multiple Topics and Complexity Levels. - Elena Shushkevich; Long Thanh Mai; Manuel V. Loureiro; Steven Derby; Tri Kurniawan Wijaya (LREC/COLING, 2024)