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Description
| - We present a novel method of statistical morphological generation, i.e. the prediction of inflected word forms given lemma, part-of-peech and morphological features, aimed at robustness to unseen inputs. Our system uses a trainable classifier to predict %22edit scripts%22 that are then used to transform lemmas into inflected word forms. Suffixes of lemmas are included as features to achieve robustness. We evaluate our system on 6 languages with a varying degree of morphological richness. The results show that the system is able to learn most morphological phenomena and generalize to unseen inputs, producing significantly better results than a dictionary-based baseline.
- We present a novel method of statistical morphological generation, i.e. the prediction of inflected word forms given lemma, part-of-peech and morphological features, aimed at robustness to unseen inputs. Our system uses a trainable classifier to predict %22edit scripts%22 that are then used to transform lemmas into inflected word forms. Suffixes of lemmas are included as features to achieve robustness. We evaluate our system on 6 languages with a varying degree of morphological richness. The results show that the system is able to learn most morphological phenomena and generalize to unseen inputs, producing significantly better results than a dictionary-based baseline. (en)
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Title
| - Robust Multilingual Statistical Morphological Generation Models
- Robust Multilingual Statistical Morphological Generation Models (en)
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skos:prefLabel
| - Robust Multilingual Statistical Morphological Generation Models
- Robust Multilingual Statistical Morphological Generation Models (en)
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skos:notation
| - RIV/00216208:11320/13:10194629!RIV14-MSM-11320___
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http://linked.open...avai/riv/aktivita
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http://linked.open...avai/riv/aktivity
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http://linked.open...vai/riv/dodaniDat
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http://linked.open...aciTvurceVysledku
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http://linked.open.../riv/druhVysledku
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http://linked.open...iv/duvernostUdaju
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http://linked.open...titaPredkladatele
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http://linked.open...dnocenehoVysledku
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http://linked.open...ai/riv/idVysledku
| - RIV/00216208:11320/13:10194629
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http://linked.open...riv/jazykVysledku
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http://linked.open.../riv/klicovaSlova
| - models; generation; morphological; statistical; multilingual; robust (en)
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http://linked.open.../riv/klicoveSlovo
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http://linked.open...ontrolniKodProRIV
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http://linked.open...v/mistoKonaniAkce
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http://linked.open...i/riv/mistoVydani
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http://linked.open...i/riv/nazevZdroje
| - 51st Annual Meeting of the Association for Computational Linguistics Proceedings of the Student Research Workshop
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http://linked.open...in/vavai/riv/obor
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http://linked.open...ichTvurcuVysledku
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http://linked.open...cetTvurcuVysledku
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http://linked.open...vavai/riv/projekt
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http://linked.open...UplatneniVysledku
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http://linked.open...iv/tvurceVysledku
| - Dušek, Ondřej
- Jurčíček, Filip
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http://linked.open...vavai/riv/typAkce
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http://linked.open.../riv/zahajeniAkce
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number of pages
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http://purl.org/ne...btex#hasPublisher
| - Association for Computational Linguistics
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https://schema.org/isbn
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http://localhost/t...ganizacniJednotka
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