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Universal Dependencies 2.1
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In: https://hal.inria.fr/hal-01682188 ; 2017 (2017)
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| 62 |
Measuring Thematic Fit with Distributional Feature Overlap
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In: Proceedings of the Conference on Empirical Methods for Natural Language Processing 2017 ; https://hal.archives-ouvertes.fr/hal-01588246 ; Proceedings of the Conference on Empirical Methods for Natural Language Processing 2017, Sep 2017, Copenaghen, Denmark (2017)
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Abstract:
International audience ; In this paper, we introduce a new distri-butional method for modeling predicate-argument thematic fit judgments. We use a syntax-based DSM to build a prototyp-ical representation of verb-specific roles: for every verb, we extract the most salient second order contexts for each of its roles (i.e. the most salient dimensions of typical role fillers), and then we compute thematic fit as a weighted overlap between the top features of candidate fillers and role prototypes. Our experiments show that our method consistently outperforms a baseline re-implementing a state-of-the-art system, and achieves better or comparable results to those reported in the literature for the other unsupervised systems. Moreover, it provides an explicit representation of the features characterizing verb-specific semantic roles.
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Keyword:
[INFO]Computer Science [cs]; [SCCO]Cognitive science
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URL: https://hal.archives-ouvertes.fr/hal-01588246/file/emnlp-measuring-thematic.pdf
https://hal.archives-ouvertes.fr/hal-01588246/document
https://hal.archives-ouvertes.fr/hal-01588246
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| 65 |
Universal Dependencies 2.0 – CoNLL 2017 Shared Task Development and Test Data
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| 67 |
Modality-independent encoding of individual concepts in the left parietal cortex
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| 68 |
Complement Coercion: The Joint Effects of Type and Typicality
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In: Psychology Publications (2017)
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| 69 |
Concretism in the Language of Patients affected by Schizophrenia. An Empirical Analysis.
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In: http://etd.adm.unipi.it/theses/available/etd-04102017-223801/ (2017)
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| 70 |
Si può rottamare la speranza? Uno studio psicolinguistico sull'uso metaforico dei verbi in italiano
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In: http://etd.adm.unipi.it/theses/available/etd-08222017-143712/ (2017)
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| 71 |
Conceptual representation in human cognitive system; differences between concrete and abstract words and concepts
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In: http://etd.adm.unipi.it/theses/available/etd-08282017-132033/ (2017)
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| 72 |
Distributional Models of Emotions for Sentiment Analysis in Social Media
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In: http://etd.adm.unipi.it/theses/available/etd-01122017-120621/ (2017)
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| 73 |
Testing APSyn against Vector Cosine on Similarity Estimation
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In: PACLIC-2016 ; https://hal.archives-ouvertes.fr/hal-01462134 ; PACLIC-2016, 2016, Seoul, South Korea (2016)
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| 74 |
Representing Verbs with Rich Contexts: an Evaluation on Verb Similarity
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In: EMNLP-2016 ; https://hal.archives-ouvertes.fr/hal-01462135 ; EMNLP-2016, 2016, Austin, United States (2016)
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| 75 |
COGALEX-V (Cognitive Aspects of the lexicon)
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In: https://hal.archives-ouvertes.fr/hal-01480393 ; Michael Zock and Alessandro Lenci and Stefan Evert. Osaka, Japan, 173 pages, Unknown Region. pp.1-173, 2016 (2016)
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| 76 |
LexFr: Adapting the LexIt Framework to Build a Corpus-Based French Subcategorization Lexicon
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In: Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16) ; https://hal.archives-ouvertes.fr/hal-03312844 ; Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16), May 2016, Portorož, Slovenia. pp.930-937 (2016)
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| 77 |
Integrating distributional vectors into a construction-based framework
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In: DSALT (Distributional Semantics and Linguistic Theory) ; https://hal.archives-ouvertes.fr/hal-01462160 ; DSALT (Distributional Semantics and Linguistic Theory), 2016, Bolzano, Italy. non paginé (2016)
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| 78 |
Towards a Distributional Model of Semantic Complexity
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In: Proceedings of the COLING Workshop on Computational Linguistics for Linguistic Complexity ; COLING Workshop on Computational Linguistics for Linguistic Complexity ; https://hal.archives-ouvertes.fr/hal-01448957 ; COLING Workshop on Computational Linguistics for Linguistic Complexity, Dec 2016, Osaka, Japan. pp.12 - 22 (2016)
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