论文信息 - A 500 Million Word POS-Tagged Icelandic Corpus

A 500 Million Word POS-Tagged Icelandic Corpus

The new POS-tagged Icelandic corpus of the Leipzig Corpora Collection is an extensive resource for the analysis of the Icelandic language. As it contains a large share of all Web documents hosted under the .is top-level domain, it is especially valuable for investigations on modern Icelandic and non-standard language varieties. The corpus is accessible via a dedicated web portal and large shares are available for download. Focus of this paper will be the description of the tagging process and evaluation of statistical properties like word form frequencies and part of speech tag distributions. The latter will be in particular compared with values from the Icelandic Frequency Dictionary (IFD) Corpus.

[1] Eiríkur Rögnvaldsson,et al. Using a Morphological Database to Increase the Accuracy in POS Tagging , 2011, RANLP.

[2] Eiríkur Rögnvaldsson,et al. Developing a PoS-tagged corpus using existing tools , 2010 .

[3] Slav Petrov,et al. A Universal Part-of-Speech Tagset , 2011, LREC.

[4] Christopher D. Manning,et al. Enriching the Knowledge Sources Used in a Maximum Entropy Part-of-Speech Tagger , 2000, EMNLP.

[5] Thomas Eckart,et al. Building Large Monolingual Dictionaries at the Leipzig Corpora Collection: From 100 to 200 Languages , 2012, LREC.

[6] Mark Dredze,et al. Icelandic Data Driven Part of Speech Tagging , 2008, ACL.

[7] Grace Ngai,et al. Transformation Based Learning in the Fast Lane , 2001, NAACL.

[8] Thomas Eckart,et al. İslenskur Orðasjóður - Building a Large Icelandic Corpus , 2007, NODALIDA.

[9] Thorsten Brants,et al. TnT – A Statistical Part-of-Speech Tagger , 2000, ANLP.

[10] Hrafn Loftsson,et al. Tagging Icelandic text: A linguistic rule-based approach , 2008, Nordic Journal of Linguistics.

[11] Eiríkur Rögnvaldsson,et al. IceNLP: a natural language processing toolkit for icelandic , 2007, INTERSPEECH.

[12] Adwait Ratnaparkhi,et al. A Maximum Entropy Model for Part-Of-Speech Tagging , 1996, EMNLP.

[13] Eric Brill,et al. An Improved Error Model for Noisy Channel Spelling Correction , 2000, ACL.