[PDF] Top 20 Parsing Universal Dependencies without training
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Parsing Universal Dependencies without training
... in parsing and out of the scope of our work, a proper name sequence can be straightforwardly identified from the part- of-speech tags, and it falls thus in the area of struc- tures predictable using simple ... See full document
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75 Languages, 1 Model: Parsing Universal Dependencies Universally
... A more comprehensive overview is shown in Table 3, comparing different attention strategies applied to UDify. We display an average of scores over all (89) treebanks with a training set. For zero-shot learning ... See full document
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Combining Global Models for Parsing Universal Dependencies
... 2-layer-deep and 192-unit-wide (96 units for each direction) word-level bi-LSTMs as feature extrac- tors. Lexicalized character bi-LSTMs are 2 lay- ers deep and 128 units wide, with 64-dimensional input character ... See full document
9
A Dependency Treebank for Kurmanji Kurdish
... Daniel Zeman, Martin Popel, Milan Straka, Jan Ha- jic, Joakim Nivre, Filip Ginter, Juhani Luotolahti, Sampo Pyysalo, Slav Petrov, Martin Potthast, Fran- cis Tyers, Elena Badmaeva, Memduh Gökırmak, Anna Nedoluzhko, Silvie ... See full document
9
Adversarial Training for Cross Domain Universal Dependency Parsing
... Our baseline method is our reimplementation of the graph-based dependency parser with LSTMs (Dozat and Manning, 2017) trained with a sin- gle treebank. First, we observe that this model is already much stronger than the ... See full document
9
Udapi: Universal API for Universal Dependencies
... Udapi is an open-source framework pro- viding an application programming inter- face (API) for processing Universal De- pendencies data. Udapi is available in Python, Perl and Java. It is suitable both for ... See full document
6
Marrying Universal Dependencies and Universal Morphology
... The Universal Dependencies (UD) and Uni- versal Morphology (UniMorph) projects each present schemata for annotating the mor- phosyntactic details of ...as parsing and homograph ...versal ... See full document
11
Corpus Selection Approaches for Multilingual Parsing from Raw Text to Universal Dependencies
... Using only this similar training data ought to re- move data containing contradictory or irrelevant rules. Furthermore, similarity metrics provide an opportunity to scale the included data by includ- ing only the ... See full document
9
A rule based system for cross lingual parsing of Romance languages with Universal Dependencies
... Kira Droganova, Hˇector Mart´ınez Alonso, Hans Uszkoreit, Vivien Macketanz, Aljoscha Burchardt, Kim Harris, Katrin Marheinecke, Georg Rehm, Tolga Kayadelen, Mohammed Attia, Ali Elkahky, Zhuoran Yu, Emily Pitler, Saran ... See full document
9
Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies
... Multilingual Parsing from Raw Text to Universal Dependencies, and two overview papers: one summarizing the main task, its features, evaluation methodology for the main and additional metrics, and ... See full document
8
Universal Dependencies for Amharic
... cluding universal annotation of Google Universal part-of- speech tags (Petrov, Das, and Mcdonald, 2012), mor- phosyntactic features (Zeman, 2008; Zeman et ...Stanford Dependencies (de Marneffe et ... See full document
7
Universal Dependencies for Greek
... enhanced dependencies for the ...by training the Mateparser on gold POS and ...While training on automatically pre- processed data, we obtain LAS scores ...enhanced dependencies annotation and ... See full document
5
Universal Dependencies for Afrikaans
... Nouns For nouns (NOUN) and proper names (PROPN), we introduce a feature Degree next to number. As in in Dutch, this is in order to cover the extensive possibilities of diminutive forma- tion, e.g. huis ‘house’ gets ... See full document
10
Universal Dependencies for Persian
... Universal Dependencies (UD) is an ongoing project that aims to facilitate multilingual parser development, cross- lingual learning, and research on parsing with a perspective of language structure ... See full document
5
Universal Dependencies for Japanese
... tic parsing trees are usually represented as unlabeled de- pendency structures between bunsetsu chunks (base phrase units), as found in the Kyoto University Text Corpus (Kuro- hashi and Nagao, 2003) and the ... See full document
8
Universal Dependencies for Norwegian
... This paper describes a fully automatic conversion proce- dure for the Norwegian Dependency Treebank (NDT) to UD. Due to differences both in the tag set, as well as struc- tural analyses, the conversion requires ... See full document
7
Universal Dependencies for Turkish
... The universal annotation guidelines of UD are based on the Google Universal Part-of-Speech Tagset (Petrov et ...Stanford Dependencies (De Marneffe et ...of parsing results and investigating ... See full document
11
Universal Dependencies for Finnish
... In this paper, we present the adaptation of the UD guidelines to Finnish and the creation of the UD Finnish treebank by conversion of the pre- viously introduced Turku Dependency Treebank (TDT) (Haverinen et al., 2013b). ... See full document
10
Universal dependencies for Uyghur
... Uyghur is a Ural-Altaic language, has rich and complex morphological structure. As a typical aggluti- native language, Uyghur displays rather different characteristics compared to those more well-studied languages in the ... See full document
7
Does Universal Dependencies need a parsing representation? An investigation of English
... Stanford Dependencies (Marneffe and Manning, 2008), a widely used representation for ...The universal layer is common to all languages, and it aims to capture phenomena at a level that highlights ... See full document
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