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Fingerprint Dive into the research topics where Steven Derby is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 1 Similar Profiles
Semantics Engineering & Materials Science
Unsupervised learning Engineering & Materials Science
Neuroimaging Engineering & Materials Science
Sampling Engineering & Materials Science
Vector spaces Engineering & Materials Science
semantics Social Sciences
Linguistics Engineering & Materials Science
Learning algorithms Engineering & Materials Science

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Research Output 2018 2019

  • 3 Conference contribution
  • 2 Abstract
  • 2 Paper

Feature2Vec: Distributional semantic modelling of human property knowledge

Derby, S., Miller, P. & Devereux, B., 03 Nov 2019, Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Semantics
Vector spaces
Availability
Sampling

Feature2Vec: Distributional Semantic Modelling of Human Property Knowledge

Derby, S., Miller, P. & Devereux, B., 02 Sep 2019. 1 p.

Research output: Contribution to conferenceAbstract

Semantics
Sampling
Surveying
Vector spaces
Statistics

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

Derby, S., Miller, P., Murphy, B. & Devereux, B., 29 Jun 2019. 3 p.

Research output: Contribution to conferencePaper

Semantics
Chemical activation
Brain
Imaging techniques

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

Derby, S., Miller, P., Murphy, B. & Devereux, B., 29 Jun 2019. 11 p.

Research output: Contribution to conferencePaper

Semantics
Neuroimaging
Unsupervised learning
Linguistics
Learning algorithms

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

Derby, S., Miller, P., Murphy, B. & Devereux, B., 01 Nov 2018, p. 362-364. 3 p.

Research output: Contribution to conferenceAbstract

File
Semantics
Recurrent neural networks
Chemical activation