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High-dimensional distributed semantic spaces for utterances ...
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How Lexical Gold Standards Have Effects On The Usefulness Of Text Analysis Tools For Digital Scholarship ...
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Abstract:
This paper describes how the current lexical similarity and analogy gold standards are built to conform to certain ideas about what the models they are designed to evaluate are used for. Topical relevance has always been the most important target notion for information access tools and related language technology technologies, and while this has proven a useful starting point for much of what information technology is used for, it does not always align well with other uses to which technologies are being put, most notably use cases from digital scholarship in the humanities or social sciences. This paper argues for more systematic formulation of requirements from the digital humanities and social sciences and more explicit description of the assumptions underlying model design. ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://dx.doi.org/10.48550/arxiv.2105.14921 https://arxiv.org/abs/2105.14921
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Text Mining for Processing Interview Data in Computational Social Science ...
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A proposal to use distributional models to analyse dolphin vocalization
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The Language of Smell: Connecting Linguistic and Psychophysical Properties of Odor Descriptors ...
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Inferring the location of authors from words in their texts ...
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New Measures to Investigate Term Typology by Distributional Data
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Semantic Space Models for Profiling Reputation of Corporate Entities
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CLEF 2012: Information Access meets Multilinguality, Multimodality, and Visual Analytics
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Report on the Fourth Workshop on Exploiting Semantic Annotations in Information Retrieval (ESAIR 11)
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Technical Requirements For Knowledge Representation For Attitude Mining On A Realistic Scale
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Features for modelling characteristics of conversations : Notebook for PAN at CLEF 2012
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Frontiers, Challenges, and Opportunities for Information Retrieval – Report from SWIRL 2012, The Second Strategic Workshop on Information Retrieval in Lorne
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Profiling Reputation of Corporate Entities in Semantic Space : Notebook for RepLab at CLEF 2012
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Report on the Third Workshop on Exploiting Semantic Annotations in Information Retrieval (ESAIR), Toronto, Canada
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