Brian Murphy
9 papers · 2009–2018 · 6 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Keywords
semantic knowledge
(2)
language modeling
(1)
multimodal learning
(1)
word meaning
(1)
recurrent neural network
(1)
word representation
(1)
neural language model
(1)
activation pattern
(1)
conceptual knowledge
(1)
distributional model
(1)
representation learning
(1)
joint non-negative sparse embedding
(1)
Papers
Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model
EMNLP 2018
Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge
CoNLL 2018
BrainBench: A Brain-Image Test Suite for Distributional Semantic Models
EMNLP 2016
A Compositional and Interpretable Semantic Space
NAACL 2015
Interpretable Semantic Vectors from a Joint Model of Brain- and Text- Based Meaning
ACL 2014
Documents and Dependencies: an Exploration of Vector Space Models for Semantic Composition
CoNLL 2013
Learning Effective and Interpretable Semantic Models using Non-Negative Sparse Embedding
COLING 2012
Selecting Corpus-Semantic Models for Neurolinguistic Decoding
SemEval 2012
EEG responds to conceptual stimuli and corpus semantics
EMNLP 2009