Feature-Rich Part-of-speech Tagging for Morphologically Complex Languages: Application to Bulgarian

2019-11-26 · EACL 2012 4 · Georgi Georgiev, Valentin Zhikov, Petya Osenova, Kiril Simov, Preslav Nakov

We present experiments with part-of-speech tagging for Bulgarian, a Slavic language with rich inflectional and derivational morphology. Unlike most previous work, which has used a small number of grammatical categories, we work with 680 morpho-syntactic tags. We combine a large morphological lexicon with prior linguistic knowledge and guided learning from a POS-annotated corpus, achieving accuracy of 97.98%, which is a significant improvement over the state-of-the-art for Bulgarian.

📄 PDF Abstract BibTeX arXiv:1911.11503

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Part-Of-Speech TaggingPOS

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2018-08-10 · Daniel Kondratyuk, Tomáš Gavenčiak, Milan Straka, Jan Hajič

We present LemmaTag, a featureless neural network architecture that jointly generates part-of-speech tags and lemmas for sentences by using bidirectional RNNs with character-level and word-level embeddings. We demonstrat…

Lemmatization Part-Of-Speech Tagging TAG

LemmaTag: Jointly Tagging and Lemmatizing for Morphologically Rich Languages with BRNNs

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Lemmatization Machine Translation Part-Of-Speech Tagging Semantic Role Labeling+2

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With the growing number of textual resources available, the ability to understand them becomes critical. An essential first step in understanding these sources is the ability to identify the part of speech in each senten…

Part-Of-Speech Tagging Sentence

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2022-07-01 · NAACL 2022 7 · Ramy Eskander, Cass Lowry, Sujay Khandagale, Judith Klavans 외

Unsupervised cross-lingual projection for part-of-speech (POS) tagging relies on the use of parallel data to project POS tags from a source language for which a POS tagger is available onto a target language across word-…

Part-Of-Speech Tagging POS POS Tagging

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2016-06-12 · Benoît Sagot

Morphosyntactic lexicons and word vector representations have both proven useful for improving the accuracy of statistical part-of-speech taggers. Here we compare the performances of four systems on datasets covering 16 …

Part-Of-Speech Tagging