Reproducibility in Computational Linguistics: Is Source Code Enough? [PDF]
Conference on Empirical Methods in Natural Language Processing, 2022 The availability of source code has been put forward as one of the most critical factors for improving the reproducibility of scientific research. This work studies trends in source code availability at major computational linguistics conferences, namely,
Mohammad Arvan +2 more
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The Future of Computational Linguistics: On Beyond Alchemy. [PDF]
Front Artif Intell, 2021 Over the decades, fashions in Computational Linguistics have changed again and again, with major shifts in motivations, methods and applications. When digital computers first appeared, linguistic analysis adopted the new methods of information theory ...
Church K, Liberman M.
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Inter-Coder Agreement for Computational Linguistics [PDF]
International Conference on Computational Logic, 2008 This article is a survey of methods for measuring agreement among corpus annotators. It exposes the mathematics and underlying assumptions of agreement coefficients, covering Krippendorff's alpha as well as Scott's pi and Cohen's kappa; discusses the ...
Atkins Sue +12 more
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Computational linguistics and discourse complexology: Paradigms and research methods
Russian Journal of Linguistics, 2022 The dramatic expansion of modern linguistic research and enhanced accuracy of linguistic analysis have become a reality due to the ability of artificial neural networks not only to learn and adapt, but also carry out automate linguistic analysis, select,
Valery Solovyev +2 more
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Rank diversity of languages: generic behavior in computational linguistics. [PDF]
PLoS One, 2015 Statistical studies of languages have focused on the rank-frequency distribution of words. Instead, we introduce here a measure of how word ranks change in time and call this distribution \emph{rank diversity}.
Cocho G +4 more
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Anaphora With Non-nominal Antecedents in Computational Linguistics: a Survey [PDF]
Computational Linguistics, 2018 This article provides an extensive overview of the literature related to the phenomenon of non-nominal-antecedent anaphora (also known as abstract anaphora or discourse deixis), a type of anaphora in which an anaphor like “that” refers to an antecedent ...
Varada Kolhatkar +3 more
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Natural Language Processing and Computational Linguistics
Computational Linguistics, 2021 away other aspects of information, such as the speaker’s empathy, distinction of old/new information, emphasis, and so on. To climb up the hierarchy led to loss of information in lower levels of representation. In Tsujii (1986), instead of mapping at the
Junichi Tsujii
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Computational linguistics based text emotion analysis using enhanced beetle antenna search with deep learning during COVID-19 pandemic. [PDF]
PeerJ Comput Sci, 2023 Alotaibi Y +3 more
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Corpora for computational linguistics Corpora for computational linguistics
Ilha do Desterro, 2008 Since the mid 90s corpora has become very important for computational linguistics. This paper offers a survey of how they are currently used in different fields of the discipline, with particular emphasis on anaphora and coreference resolution, automatic
Constantin Orasan +4 more
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The Shrinking Horizons of Computational Linguistics [PDF]
Computational Linguistics, 2021 Ehud Reiter
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