Brian Murphy

9 papers · 2009–2018 · 6 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (6) 🏃 Academic Marathon (9) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🔥 Unstoppable (5)

Conferences

EMNLP (3) CONLL (2) ACL (1) COLING (1) NAACL (1) SEMEVAL (1)

Top co-authors

Alona Fyshe (4) Tom Mitchell (3) Partha Talukdar (3) Steven Derby (2) Partha P. Talukdar (2) Tom M. Mitchell (2) Paul Miller (2) Barry Devereux (2) Marco Baroni (1) Leila Wehbe (1)

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

Selecting Corpus-Semantic Models for Neurolinguistic Decoding SEMEVAL 2012

Learning Effective and Interpretable Semantic Models using Non-Negative Sparse Embedding COLING 2012

EEG responds to conceptual stimuli and corpus semantics EMNLP 2009