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High-dimensional distributed semantic spaces for utterances ...
Karlgren, Jussi; Kanerva, Pentti. - : arXiv, 2021
Abstract: High-dimensional distributed semantic spaces have proven useful and effective for aggregating and processing visual, auditory, and lexical information for many tasks related to human-generated data. Human language makes use of a large and varying number of features, lexical and constructional items as well as contextual and discourse-specific data of various types, which all interact to represent various aspects of communicative information. Some of these features are mostly local and useful for the organisation of e.g. argument structure of a predication; others are persistent over the course of a discourse and necessary for achieving a reasonable level of understanding of the content. This paper describes a model for high-dimensional representation for utterance and text level data including features such as constructions or contextual data, based on a mathematically principled and behaviourally plausible approach to representing linguistic information. The implementation of the representation is a ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://arxiv.org/abs/2104.00424
https://dx.doi.org/10.48550/arxiv.2104.00424
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2
How Lexical Gold Standards Have Effects On The Usefulness Of Text Analysis Tools For Digital Scholarship ...
Karlgren, Jussi. - : arXiv, 2021
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3
Text Mining for Processing Interview Data in Computational Social Science ...
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4
Plausibility Testing for Lexical Resources
Stymne, Sara; Karlgren, Jussi; Parks, Magdalena. - : KTH, Teoretisk datalogi, TCS, 2017
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5
A proposal to use distributional models to analyse dolphin vocalization
Molinder, Lars; Amundin, Mats; Hållsten, Henrik. - : KTH, Teoretisk datalogi, TCS, 2017
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6
The Language of Smell: Connecting Linguistic and Psychophysical Properties of Odor Descriptors ...
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7
Inferring the location of authors from words in their texts ...
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8
The Gavagai Living Lexicon
Persson, Per; Espinoza, Fredrik; Gyllensten, Amaru Cuba. - : Gavagai, Sweden, 2016. : SICS, Sweden, 2016. : ELRA, 2016
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9
Inferring the location of authors from words in their texts
Parkvall, Mikael; Bergren, Max; Karlgren, Jussi. - : KTH, Teoretisk datalogi, TCS, 2015. : Gavagai, 2015. : Stockholms universitet, 2015
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10
Semantic Topology
Isheden, Gabriel; Nilsson, David; Kullmann, Emelie. - : KTH, Teoretisk datalogi, TCS, 2014. : New York, 2014
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11
New Measures to Investigate Term Typology by Distributional Data
Karlgren, Jussi. - : KTH, Teoretisk datalogi, TCS, 2013. : Linköping, 2013
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12
Semantic Space Models for Profiling Reputation of Corporate Entities
Karlgren, Jussi; Ericsson, Linus. - : KTH, Teoretisk datalogi, TCS, 2013. : CLEF, 2013
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13
CLEF 2012: Information Access meets Multilinguality, Multimodality, and Visual Analytics
Catarci, Tiziana; Ferro, Nicola; Pamela, Forner. - : Gavagai, Sweden, 2012
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14
Report on the Fourth Workshop on Exploiting Semantic Annotations in Information Retrieval (ESAIR 11)
Karlgren, Jussi; Kamps, Jaap; Alonso, Omar. - : KTH, Teoretisk datalogi, TCS, 2012. : DBLP, 2012
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15
Technical Requirements For Knowledge Representation For Attitude Mining On A Realistic Scale
Espinoza, Fredrik; Karlgren, Jussi; Olsson, Fredrik. - : KTH, Teoretisk datalogi, TCS, 2012
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16
Features for modelling characteristics of conversations : Notebook for PAN at CLEF 2012
Eriksson, Gunnar; Karlgren, Jussi. - : KTH, Teoretisk datalogi, TCS, 2012
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17
Frontiers, Challenges, and Opportunities for Information Retrieval – Report from SWIRL 2012, The Second Strategic Workshop on Information Retrieval in Lorne
Kelly, Diane; Clarke, Charles L.A.; Moffat, Alistair. - : KTH, Teoretisk datalogi, TCS, 2012. : ACM, 2012
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18
Usefulness of Sentiment Analysis
Sahlgren, Magnus; Hamfors, Ola; Espinoza, Fredrik. - : GavagaiStockholmSweden, 2012
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19
Profiling Reputation of Corporate Entities in Semantic Space : Notebook for RepLab at CLEF 2012
Hamfors, Ola; Sahlgren, Magnus; Olsson, Fredrik. - : KTH, Teoretisk datalogi, TCS, 2012
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20
Report on the Third Workshop on Exploiting Semantic Annotations in Information Retrieval (ESAIR), Toronto, Canada
Schenkel, Ralf; Kamps, Jaap; Karlgren, Jussi. - : KTH, Teoretisk datalogi, TCS, 2011. : SIGIR, 2011
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