Steven Derby

According to our database, Steven Derby authored at least 11 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

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

Manuel V. Loureiro, Steven Derby, Tri Kurniawan Wijaya

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

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 Language Models and Graph Neural Networks.

Manuel V. Loureiro, Steven Derby, Tri Kurniawan Wijaya

CoRR, 2023

2022

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

2021

Representation and Pre-Activation of Lexical-Semantic Knowledge in Neural Language Models.

Steven Derby, Barry Devereux, Paul Miller

Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics, 2021

2020

Analysing Word Representation from the Input and Output Embeddings in Neural Network Language Models.

Steven Derby, Paul Miller, Barry Devereux

Proceedings of the 24th Conference on Computational Natural Language Learning, 2020

Encoding Lexico-Semantic Knowledge using Ensembles of Feature Maps from Deep Convolutional Neural Networks.

Steven Derby, Paul Miller, Barry Devereux

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Feature2Vec: Distributional semantic modelling of human property knowledge.

Steven Derby, Paul Miller, Barry Devereux

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model.

Steven Derby, Paul Miller, Brian Murphy, Barry Devereux

Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018

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

Steven Derby, Paul Miller, Brian Murphy, Barry Devereux

Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018