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1
How to Evaluate a Summarizer: Study Design and Statistical Analysis for Manual Linguistic Quality Evaluation ...
Steen, Julius; Markert, Katja. - : arXiv, 2021
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2
Adversarial Datasets for NLI Tasks: the Case of the Chinese Causative-Passive Homonymy ...
Abstract: We present the first Chinese adversarial natural language inference (NLI) evaluation set (CANLI) to probe the limits of pretrained language models (PLMs). CANLI is based on the linguistic phenomenon of causative- passive homonymy (CPH). The disambiguation of CPH is easy for humans, but difficult for machines, as the causative and the passive are not distinguished by the sentences’ syntactic structure. We created the CANLI in two related settings: (i) CA: a syntactic heuristic setting and (ii) CB: a semantic role labeling setting. We find that state-of-the-art PLMs that are fine-tuned on existing large-scale Chinese NLI benchmark datasets perform poorly on CANLI. Further, we notice that the PLM’s performance on CA and CB is independent of each other, suggesting that the PLM has not learned the shared underlying linguistic knowledge CPH, but instead the respective spurious patterns. We conclude that there is considerable room for improvement in the NLI system. ...
Keyword: Computational Linguistics; Condensed Matter Physics; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics
URL: https://dx.doi.org/10.48448/190g-7t92
https://underline.io/lecture/30065-adversarial-datasets-for-nli-tasks-the-case-of-the-chinese-causative-passive-homonymy
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3
Doctor Who? Framing Through Names and Titles in German
van den Berg, Esther [Verfasser]; Korfhage, Katharina [Verfasser]; Ruppenhofer, Josef [Verfasser]. - Mannheim : Leibniz-Institut für Deutsche Sprache (IDS), Bibliothek, 2020
DNB Subject Category Language
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4
Algorithmus für Kreativität gesucht. Herausforderungen maschinellen Sprachverstehens ...
Frank, Anette; Markert, Katja. - : Ruperto Carola, 2020
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5
An analysis of language models for metaphor recognition ...
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6
Distinguishing affixoid formations from compounds
Wiegand, Michael [Verfasser]; Markert, Katja [Verfasser]; Wilm, Rebecca [Verfasser]. - Mannheim : Institut für Deutsche Sprache, Bibliothek, 2018
DNB Subject Category Language
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7
The Impact of News Values and Linguistic Style on the Popularity of Headlines On Twitter and Facebook
In: Proceedings of the International AAAI Conference on Web and Social Media; Vol. 11 No. 1 (2017): Eleventh International AAAI Conference on Web and Social Media ; 2334-0770 ; 2162-3449 (2017)
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8
Crowdsourcing for web genre annotation
Asheghi, Noushin Rezapour [Verfasser]; Sharoff, Serge [Verfasser]; Markert, Katja [Verfasser]. - Hannover : Gottfried Wilhelm Leibniz Universität Hannover, 2016
DNB Subject Category Language
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9
Neural correlates of metonymy resolution
In: Brain & language. - Orlando, Fla. [u.a.] : Elsevier 119 (2011) 3, 196-205
BLLDB
OLC Linguistik
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10
Fine-grained genre classification using structural learning algorithms
In: Association for Computational Linguistics. Proceedings of the conference. - Stroudsburg, Penn. : ACL 48 (2010) 1, 749-759
BLLDB
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11
Data and models for metonymy resolution
In: Language resources and evaluation. - Dordrecht [u.a.] : Springer 43 (2009) 2, 123-138
BLLDB
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12
Comparing knowledge sources for nominal anaphora resolution
In: Computational linguistics. - Cambridge, Mass. : MIT Press 31 (2005) 3, 367-401
BLLDB
OLC Linguistik
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13
Corpus approaches to figurative languages
Barnden, John (Hrsg.); Lee, Mark (Hrsg.); Markert, Katja (Hrsg.)...
In: Metaphor and symbol. - Philadelphia : Routledge, Taylor & Francis Group 18 (2003) 3, 147-188
BLLDB
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14
Corpus-Based Metonymy Analysis
In: Metaphor and symbol. - Philadelphia : Routledge, Taylor & Francis Group 18 (2003) 3, 175-188
OLC Linguistik
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15
Editors' Introduction
In: Metaphor and symbol. - Philadelphia : Routledge, Taylor & Francis Group 18 (2003) 3, 147-148
OLC Linguistik
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16
Metonymic proper names : a corpus-based account
In: Corpus-based approaches to metaphor and metonymy (Berlin), p. 152-174
MPI für Psycholinguistik
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17
Distinguishing affixoid formations from compounds [Online resource]
IDS-Repository
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18
Doctor Who? Framing Through Names and Titles in German [Online resource]
IDS-Repository
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