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Language Identification and Morphosyntactic Tagging: The Second VarDial Evaluation Campaign

2018-08-01 · COLING 2018 8 · Marcos Zampieri, Shervin Malmasi, Preslav Nakov, Ahmed Ali, Suwon Shon, James Glass, Yves Scherrer, Tanja Samard{\v{z}}i{\'c}, Nikola Ljube{\v{s}}i{\'c}, J{\"o}rg Tiedemann, Chris van der Lee, Stefan Grondelaers, Nelleke Oostdijk, Dirk Speelman, Antal Van den Bosch, Ritesh Kumar, Bornini Lahiri, Mayank Jain

We present the results and the findings of the Second VarDial Evaluation Campaign on Natural Language Processing (NLP) for Similar Languages, Varieties and Dialects. The campaign was organized as part of the fifth edition of the VarDial workshop, collocated with COLING{'}2018. This year, the campaign included five shared tasks, including two task re-runs {--} Arabic Dialect Identification (ADI) and German Dialect Identification (GDI) {--}, and three new tasks {--} Morphosyntactic Tagging of Tweets (MTT), Discriminating between Dutch and Flemish in Subtitles (DFS), and Indo-Aryan Language Identification (ILI). A total of 24 teams submitted runs across the five shared tasks, and contributed 22 system description papers, which were included in the VarDial workshop proceedings and are referred to in this report.

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Dependency ParsingDialect IdentificationLanguage Identification

Sub-label dependencies for Neural Morphological Tagging -- The Joint Submission of University of Colorado and University of Helsinki for VarDial 2018

2018-08-01 · COLING 2018 8 · Miikka Silfverberg, Senka Drobac

This paper presents the submission of the UH{\&}CU team (Joint University of Colorado and University of Helsinki team) for the VarDial 2018 shared task on morphosyntactic tagging of Croatian, Slovenian and Serbian tweets…

Morphological Tagging Word Embeddings

Comparing CRF and LSTM performance on the task of morphosyntactic tagging of non-standard varieties of South Slavic languages

2018-08-01 · COLING 2018 8 · Nikola Ljube{\v{s}}i{\'c}

This paper presents two systems taking part in the Morphosyntactic Tagging of Tweets shared task on Slovene, Croatian and Serbian data, organized inside the VarDial Evaluation Campaign. While one system relies on the tra…

Multi-source morphosyntactic tagging for spoken Rusyn

2017-04-01 · WS 2017 4 · Yves Scherrer, Achim Rabus

This paper deals with the development of morphosyntactic taggers for spoken varieties of the Slavic minority language Rusyn. As neither annotated corpora nor parallel corpora are electronically available for Rusyn, we pr…

Morphological Tagging Part-Of-Speech Tagging

Joint Prediction of Morphosyntactic Categories for Fine-Grained Arabic Part-of-Speech Tagging Exploiting Tag Dictionary Information

2017-08-01 · CONLL 2017 8 · Go Inoue, Hiroyuki Shindo, Yuji Matsumoto

Part-of-speech (POS) tagging for morphologically rich languages such as Arabic is a challenging problem because of their enormous tag sets. One reason for this is that in the tagging scheme for such languages, a complete…

Multi-Task Learning Part-Of-Speech Tagging POS POS Tagging+2

A Report on the VarDial Evaluation Campaign 2020

2020-12-01 · VarDial (COLING) 2020 12 · Mihaela Gaman, Dirk Hovy, Radu Tudor Ionescu, Heidi Jauhiainen 외

This paper presents the results of the VarDial Evaluation Campaign 2020 organized as part of the seventh workshop on Natural Language Processing (NLP) for Similar Languages, Varieties and Dialects (VarDial), co-located w…

Dialect Identification Language Identification