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1
CaMEL: Case Marker Extraction without Labels ...
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2
Geographic Adaptation of Pretrained Language Models ...
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3
Superbizarre Is Not Superb: Derivational Morphology Improves BERT's Interpretation of Complex Words ...
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4
Dynamic Contextualized Word Embeddings ...
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5
Predicting the Growth of Morphological Families from Social and Linguistic Factors
Hofmann, Valentin; Schütze, Hinrich; Pierrehumbert, Janet. - : Ludwig-Maximilians-Universität München, 2020
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A Graph Auto-encoder Model of Derivational Morphology
Schütze, Hinrich; Pierrehumbert, Janet; Hofmann, Valentin. - : Ludwig-Maximilians-Universität München, 2020
Abstract: There has been little work on modeling the morphological well-formedness (MWF) of derivatives, a problem judged to be complex and difficult in linguistics (Bauer, 2019). We present a graph auto-encoder that learns em- beddings capturing information about the com- patibility of affixes and stems in derivation. The auto-encoder models MWF in English sur- prisingly well by combining syntactic and se- mantic information with associative informa- tion from the mental lexicon.
Keyword: ddc:000; ddc:410
URL: https://epub.ub.uni-muenchen.de/72197/1/Hofmann_etal_DGA_ACL2020.pdf
http://nbn-resolving.de/urn:nbn:de:bvb:19-epub-72197-4
https://epub.ub.uni-muenchen.de/72197/
https://doi.org/10.5282/ubm/epub.72197
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7
Dynamic Contextualized Word Embeddings ...
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8
Predicting the Growth of Morphological Families from Social and Linguistic Factors ...
Hofmann, Valentin; Pierrehumbert, Janet; Schütze, Hinrich. - : Association for Computational Linguistics, 2020
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9
A Graph Auto-encoder Model of Derivational Morphology ...
Hofmann, Valentin; Schütze, Hinrich; Pierrehumbert, Janet. - : Association for Computational Linguistics, 2020
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