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2020 – today
- 2024
[c8]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: 15181-15190- [c7]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: 16315-16330 - 2023
- [i6]Manuel V. Loureiro
, Steven Derby, Tri Kurniawan Wijaya:
Topics as Entity Clusters: Entity-based Topics from Language Models and Graph Neural Networks. CoRR abs/2301.02458 (2023) - [i5]Congcong Wang, Gonzalo Fiz Pontiveros, Steven Derby, Tri Kurniawan Wijaya:
STA: Self-controlled Text Augmentation for Improving Text Classifications. CoRR abs/2302.12784 (2023) - [i4]Elena Shushkevich, Long Thanh Mai, Manuel V. Loureiro, Steven Derby, Tri Kurniawan Wijaya:
SPICED: News Similarity Detection Dataset with Multiple Topics and Complexity Levels. CoRR abs/2309.13080 (2023) - 2022
- [i3]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 abs/2212.11856 (2022) - 2021
- [c6]Steven Derby, Barry Devereux, Paul Miller:
Representation and Pre-Activation of Lexical-Semantic Knowledge in Neural Language Models. CMLS 2021: 211-221 - 2020
- [c5]Steven Derby, Paul Miller, Barry Devereux:
Encoding Lexico-Semantic Knowledge using Ensembles of Feature Maps from Deep Convolutional Neural Networks. COLING 2020: 1906-1921 - [c4]Steven Derby, Paul Miller, Barry Devereux:
Analysing Word Representation from the Input and Output Embeddings in Neural Network Language Models. CoNLL 2020: 442-454
2010 – 2019
- 2019
- [c3]Steven Derby, Paul Miller, Barry Devereux:
Feature2Vec: Distributional semantic modelling of human property knowledge. EMNLP/IJCNLP (1) 2019: 5852-5858 - [i2]Steven Derby, Paul Miller, Barry Devereux:
Feature2Vec: Distributional semantic modelling of human property knowledge. CoRR abs/1908.11439 (2019) - 2018
- [c2]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: 260-270 - [c1]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: 362-364 - [i1]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 abs/1809.02534 (2018)
Coauthor Index
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