Steven Derby
According to our database1,
Steven Derby
authored at least 10 papers
between 2018 and 2023.
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Bibliography
2023
SPICED: News Similarity Detection Dataset with Multiple Topics and Complexity Levels.
CoRR, 2023
CoRR, 2023
Topics as Entity Clusters: Entity-based Topics from Language Models and Graph Neural Networks.
CoRR, 2023
2022
Multilingual News Location Detection using an Entity-Based Siamese Network with Semi-Supervised Contrastive Learning and Knowledge Base.
CoRR, 2022
2021
Representation and Pre-Activation of Lexical-Semantic Knowledge in Neural Language Models.
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.
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.
Proceedings of the 28th International Conference on Computational Linguistics, 2020
2019
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.
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.
Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018