Steven Derby

15 papers B 3Journal 7Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Efficient Large-Scale Cross-Domain Sequential Recommendation with Dynamic State Representations. CoRR Manuel V. Loureiro, Steven Derby, Aleksei Medvedev, Alejandro Ariza-Casabona, Gonzalo Fiz Pontiveros, Tri Kurniawan Wijaya
2024	—	`conf`	SPICED: News Similarity Detection Dataset with Multiple Topics and Complexity Levels. LREC/COLING Elena Shushkevich, Long Thanh Mai, Manuel V. Loureiro, Steven Derby, Tri Kurniawan Wijaya
2024	—	`conf`	Topics as Entity Clusters: Entity-based Topics from Large Language Models and Graph Neural Networks. LREC/COLING Manuel V. Loureiro, Steven Derby, Tri Kurniawan Wijaya
2023	J	`jnl`	SPICED: News Similarity Detection Dataset with Multiple Topics and Complexity Levels. CoRR Elena Shushkevich, Long Thanh Mai, Manuel V. Loureiro, Steven Derby, Tri Kurniawan Wijaya
2023	J	`jnl`	STA: Self-controlled Text Augmentation for Improving Text Classifications. CoRR Congcong Wang, Gonzalo Fiz Pontiveros, Steven Derby, Tri Kurniawan Wijaya
2023	J	`jnl`	Topics as Entity Clusters: Entity-based Topics from Language Models and Graph Neural Networks. CoRR Manuel V. Loureiro, Steven Derby, Tri Kurniawan Wijaya
2022	J	`jnl`	Multilingual News Location Detection using an Entity-Based Siamese Network with Semi-Supervised Contrastive Learning and Knowledge Base. CoRR Víctor Suárez-Paniagua, Steven Derby, Tri Kurniawan Wijaya
2021	—	`conf`	Representation and Pre-Activation of Lexical-Semantic Knowledge in Neural Language Models. CMLS Steven Derby, Barry Devereux, Paul Miller
2020	B	`conf`	Analysing Word Representation from the Input and Output Embeddings in Neural Network Language Models. CoNLL Steven Derby, Paul Miller, Barry Devereux
2020	B	`conf`	Encoding Lexico-Semantic Knowledge using Ensembles of Feature Maps from Deep Convolutional Neural Networks. COLING Steven Derby, Paul Miller, Barry Devereux
2019	—	`conf`	Feature2Vec: Distributional semantic modelling of human property knowledge. EMNLP/IJCNLP (1) Steven Derby, Paul Miller, Barry Devereux
2019	J	`jnl`	Feature2Vec: Distributional semantic modelling of human property knowledge. CoRR Steven Derby, Paul Miller, Barry Devereux
2018	—	`conf`	Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model. BlackboxNLP@EMNLP Steven Derby, Paul Miller, Brian Murphy, Barry Devereux
2018	B	`conf`	Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge. CoNLL Steven Derby, Paul Miller, Brian Murphy, Barry Devereux
2018	J	`jnl`	Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge. CoRR Steven Derby, Paul Miller, Brian Murphy, Barry Devereux