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We introduce a weakly supervised approach for inferring the property of abstractness of words and expressions in the complete absence of labeled data.
Parameters of abstraction, meaningfulness, and pronunciability for 329 nouns
Otfried Spreen and Rudolph W Schulz. 1966 · 1966
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Concreteness, imagery, and meaningfulness values for 925 nouns
Allan Paivio, John C Yuille, and Stephen A Madigan. 1968 · 1968
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The MRC psycholinguistic database
Max Coltheart. 1981 · 1981
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The cambridge grammar of English
Rodney Huddleston and Geoffrey K. Pullum. 2002 · 2002
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Simulating human ratings on word concreteness
Shi Feng, Zhiqiang Cai, Scott A Crossley, and Danielle S McNamara. 2011 · 2011
Earlier work this paper cites.
Dual coding theory, word abstractness, and emotion: a critical review of kousta et al.(2011)
A Paivio. 2013 · 2011
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Literal and metaphorical sense identification through concrete and abstract context
Peter D Turney, Yair Neuman, Dan Assaf, and Yohai Cohen. 2011 · 2011
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Strength of perceptual experience predicts word processing performance better than concreteness or imageability
Louise Connell and Dermot Lynott. 2012 · 2012
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Word concreteness as a moderator of the tip-of-the-tongue effect
Jennifer L Gianico-Relyea and Jeanette Altarriba. 2012 · 2012
Cited alongside, same era.
UOW-SHEF: Simplex–lexical simplicity ranking based on contextual and psycholinguistic features
Sujay Kumar Jauhar and Lucia Specia. 2012 · 2012
Cited alongside, same era.
Concreteness in word processing: ERP and behavioral effects in a lexical decision task
Horacio A Barber, Leun J Otten, Stavroula-Thaleia Kousta, and Gabriella Vigliocco. 2013 · 2013
Cited alongside, same era.
Distributed representations of words and phrases and their compositionality
Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean. 2013 · 2013
Cited alongside, same era.
Dissociative contributions of semantic and lexical-phonological information to immediate recognition
Ryoji Nishiyama. 2013 · 2013
Cited alongside, same era.
Concreteness ratings for 40 thousand generally known English word lemmas
Marc Brysbaert, Amy Beth Warriner, and Victor Kuperman. 2014 · 2014
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Concreteness and subjectivity as dimensions of lexical meaning
Felix Hill and Anna Korhonen. 2014 · 2014
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Glove: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher Manning. 2014 · 2014
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Bag of tricks for efficient text classification
Armand Joulin, Edouard Grave, Piotr Bojanowski, and Tomas Mikolov. 2016 · 2016
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Inferring psycholinguistic properties of words
Gustavo Paetzold and Lucia Specia. 2016b · 2016
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The roles of word concreteness and cognitive load on interhemispheric processes of recognition
J Oliveira, MV Perea, V Ladera, and P Gamito. 2013 · 2013
Cited alongside, same era.
Cross-lingual metaphor detection using common semantic features
Yulia Tsvetkov, Elena Mukomel, and Anatole Gershman. 2013 · 2013
Cited alongside, same era.
Collecting and exploring everyday language for predicting psycholinguistic properties of words
Gustavo Paetzold and Lucia Specia. 2016a
Cited in the paper.
Sascha Rothe, Sebastian Ebert, and Hinrich Schütze. 2016 · 2016
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A lightweight regression method to infer psycholinguistic properties for Brazilian Portuguese
Leandro B. dos Santos, Magali Sanches Duran, Nathan Siegle Hartmann, Arnaldo Candido, Gustavo Henrique Paetzold, and Sandra Maria Aluisio. 2017 · 2017
Later among the works it cites.