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141
KNEWS: Using Logical and Lexical Semantics to Extract Knowledge from Natural Language
In: Proceedings of the European Conference on Artificial Intelligence (ECAI) 2016 conference ; https://hal.inria.fr/hal-01389390 ; Proceedings of the European Conference on Artificial Intelligence (ECAI) 2016 conference, Aug 2016, The Hague, Netherlands (2016)
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142
Evaluating Lexical Similarity to build Sentiment Similarity
In: Proceedings of the Language and Resource Conference, LREC ; Language and Resource Conference, LREC ; https://hal.archives-ouvertes.fr/hal-01394768 ; Language and Resource Conference, LREC, May 2016, portoroz, Slovenia (2016)
Abstract: International audience ; In this article, we propose to evaluate the lexical similarity information provided by word representations against several opinion resourcesusing traditional Information Retrieval tools. Word representation have been used to build and to extend opinion resources such aslexicon, and ontology and their performance have been evaluated on sentiment analysis tasks. We question this method by measuring thecorrelation between the sentiment proximity provided by opinion resources and the semantic similarity provided by word representationsusing different correlation coefficients. We also compare the neighbors found in word representations and list of similar opinion words.Our results show that the proximity of words in state-of-the-art word representations is not very effective to build sentiment similarity.
Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO.INFO-IR]Computer Science [cs]/Information Retrieval [cs.IR]; opinion lexicon evaluation; sentiment analysis; spectral representation; word embedding
URL: https://hal.archives-ouvertes.fr/hal-01394768
https://hal.archives-ouvertes.fr/hal-01394768/file/LREC_2016_VF.pdf
https://hal.archives-ouvertes.fr/hal-01394768/document
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143
Algorithms for Identifying Syntactic Errors and Parsing with Graph Structured Output
Kummerfeld, Jonathan Kay. - : eScholarship, University of California, 2016
In: Kummerfeld, Jonathan Kay. (2016). Algorithms for Identifying Syntactic Errors and Parsing with Graph Structured Output. UC Berkeley: Computer Science. Retrieved from: http://www.escholarship.org/uc/item/242120m5 (2016)
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144
Biomedical term extraction: overview and a new methodology
In: ISSN: 1386-4564 ; EISSN: 1573-7659 ; Information Retrieval Journal ; https://hal-lirmm.ccsd.cnrs.fr/lirmm-01274539 ; Information Retrieval Journal, Springer, 2016, Medical Information Retrieval, 19 (1), pp.59-99. ⟨10.1007/s10791-015-9262-2⟩ (2016)
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145
Comparative Studies on Using Semantic Filtering for Open Relation Identification
In: Meeting Security Challenges Through Data Analytics and Decision Support ; https://hal.archives-ouvertes.fr/hal-01845217 ; Meeting Security Challenges Through Data Analytics and Decision Support, 47, pp.69-77, 2016, ⟨10.3233/978-1-61499-716-0-69⟩ (2016)
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146
A Pragma-Semantic Analysis of the Emotion/Sentiment Relation in Debates
In: 4th International Workshop on Artificial Intelligence and Cognition ; https://hal.inria.fr/hal-01342438 ; 4th International Workshop on Artificial Intelligence and Cognition, Jul 2016, New York, United States (2016)
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147
Graph-FCA in Practice
In: International Conference on Conceptual Structures (ICCS) ; https://hal.inria.fr/hal-01405491 ; International Conference on Conceptual Structures (ICCS), Jul 2016, Annecy, France. pp.107 - 121, ⟨10.1007/978-3-319-40985-6_9⟩ (2016)
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148
Proceedings of the 7th Workshop on Computational Models of Narrative
Miller, Ben; Lieto, Antonio; Ronfard, Rémi. - : HAL CCSD, 2016
In: 7th Workshop on Computational Models of Narrative (CMN 2016) ; https://hal.inria.fr/hal-01427217 ; 7th Workshop on Computational Models of Narrative (CMN 2016), Jul 2016, Cracovie, Poland. 53, 2016, OASICS, 978-3-95977-020-0 ; http://drops.dagstuhl.de/portals/oasics/index.php?semnr=16021 (2016)
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149
La subjectivité artificielle. Ébauche d'un programme de recherche
In: https://hal.archives-ouvertes.fr/hal-01137849 ; 2016 (2016)
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150
Stability of familiarity judgments: individual variation and the invariant bigger picture
In: Cognitive linguistics. - Berlin ; Boston, Mass. : de Gruyter Mouton 27 (2016) 3, 307-344
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151
Visual Analysis of Text Annotations for Stance Classification with ALVA ...
Kucher, Kostiantyn; Kerren, Andreas; Paradis, Carita. - : The Eurographics Association, 2016
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152
Applications of text analytics in the intelligence community
Hall, Daniel M.. - : Monterey, California: Naval Postgraduate School, 2016
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153
Shades of gray: releasing the cognitive binds that blind us
Hensley, Patrick D.. - : Monterey, California: Naval Postgraduate School, 2016
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154
Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques
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155
Applications of Text Analytics in the Intelligence Community
Hall,Daniel M. - 2016
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156
The Customer Metaphor and the Defense Intelligence Agency
Brooks,Andrew L. - 2016
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157
Assessing the Value of Structured Analytic Techniques in the U.S. Intelligence Community
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158
The Importance of Why: An Intelligence Approach for a Multi-Polar World
Smith,Frank A. - 2016
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159
A Commonsense Approach to Intelligence, Surveillance, and Reconnaissance Operations
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160
MASTERS OF ANALYTICAL TRADECRAFT: CERTIFYING THE STANDARDS AND ANALYTIC RIGOR OF INTELLIGENCE PRODUCTS
Rojas,Tucker J. - 2016
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