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An {E}valuation of {D}isentangled {R}epresentation {L}earning for {T}exts ...
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Knowledge Graphs meet Moral Values ...
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Text-based inference of moral sentiment change ...
Abstract: We present a text-based framework for investigating moral sentiment change of the public via longitudinal corpora. Our framework is based on the premise that language use can inform people's moral perception toward right or wrong, and we build our methodology by exploring moral biases learned from diachronic word embeddings. We demonstrate how a parameter-free model supports inference of historical shifts in moral sentiment toward concepts such as slavery and democracy over centuries at three incremental levels: moral relevance, moral polarity, and fine-grained moral dimensions. We apply this methodology to visualizing moral time courses of individual concepts and analyzing the relations between psycholinguistic variables and rates of moral sentiment change at scale. Our work offers opportunities for applying natural language processing toward characterizing moral sentiment change in society. ... : In Proceedings of EMNLP 2019 ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://arxiv.org/abs/2001.07209
https://dx.doi.org/10.48550/arxiv.2001.07209
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4
Computational Analysis of Arguments and Persuasive Strategies in Political Discourse
Naderi, Nona. - 2020
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5
Knowledge graphs meet moral values
Hulpus, Ioana; Kobbe, Jonathan; Stuckenschmidt, Heiner. - : Association for Computational Linguistics, 2020
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6
Linguistic fundamentals for natural language processing II: 100 essentials from semantics and pragmatics
Bender, Emily M; Lascarides, Alex; Hirst, Graeme. - : Morgan & Claypool Publishers, 2019
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7
Cross-Lingual Sentiment Analysis Without (Good) Translation ...
Abdalla, Mohamed; Hirst, Graeme. - : arXiv, 2017
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8
Exploiting Linguistic Knowledge in Lexical and Compositional Semantic Models
Wang, Tong. - 2017
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9
Automatic Text and Speech Processing for the Detection of Dementia
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10
Natural Language Argumentation: Mining, Processing, and Reasoning over Textual Arguments (Dagstuhl Seminar 16161)
Cabrio, Elena; Hirst, Graeme; Villata, Serena. - : Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, 2016. : Dagstuhl Reports. Dagstuhl Reports, Volume 6, Issue 4, 2016
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11
Resolving Shell Nouns
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12
RST-style Discourse Parsing and Its Applications in Discourse Analysis
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Patterns of local discourse coherence as a feature for authorship attribution
In: LLC. - Oxford : Oxford Univ. Press 29 (2014) 2, 191
OLC Linguistik
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14
Computational Approaches to Style and the Lexicon
Brooke, Julian. - 2014
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15
Automated classification of primary progressive aphasia subtypes from narrative speech transcripts ; Automated classification of primary progressive aphasia subtypes from narrative speech samples
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16
Computational linguistics
In: The Oxford handbook of the history of linguistics (Oxford, 2013), p. 707-726
MPI für Psycholinguistik
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Computing Lexical Contrast ...
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18
Automated methods for text correction
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19
Changes in Style in Authors with Alzheimer's Disease
In: English studies. - Abingdon : Routledge, Taylor & Francis Group 93 (2012) 3, 357-370
OLC Linguistik
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20
TORGO Database of Dysarthric Articulation
Rudzicz, Frank; Hirst, Graeme; van Lieshout, Pascal. - : Linguistic Data Consortium, 2012. : https://www.ldc.upenn.edu, 2012
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