Part-of-speech tagging for social media texts

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 8105 LNAI, Issue , 2013, Pages 139-150

  Neunerdt, Melanie ^a   Trevisan, Bianka ^a   Reyer, Michael ^a   Mathar, Rudolf ^a  

^a RWTH AACHEN UNIVERSITY   (Germany)

Author keywords

POS tagging; social media texts; statistical NLP

Indexed keywords

AUTOMATIC EVALUATION; NATURAL LANGUAGE PROCESSING; PART OF SPEECH TAGGING; PERCENTAGE POINTS; POS TAGGING; SOCIAL MEDIA; STATISTICAL NLP; TRAINING DATA;

COMPUTATIONAL LINGUISTICS; INDUSTRIAL PLANTS; PROCESSING;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 84886778869     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-40722-2_15     Document Type: Conference Paper

References (16)

1. Beißwenger, M.: Corpora zur computervermittelten (internetbasierten) Kommunikation. Zeitschrift für Germanistische Linguistik 35, 496-503 (2007)
2. Brants, S., Dipper, S., Eisenberg, P., Hansen-Schirra, S., König, E., Lezius, W., Rohrer, C., Smith, G., Uszkoreit, H.: TIGER: Linguistic Interpretation of a German Corpus. In: Research on Language & Computation, pp. 597-620 (2004)
3. Brants, T.: TnT - A Statistical Part-of-Speech Tagger. In: Proceedings of the 6th Applied Natural Language Processing Conference, pp. 224-231 (2000)
4. Brill, E.: A Simple Rule-based Part of Speech Tagger. In: Proceedings of the Third Conference on Applied Natural Language Processing, pp. 152-155 (1992)
5. Gadde, P., Subramaniam, L.V., Faruquie, T.A.: Adapting a WSJ Trained Part-of-Speech Tagger to Noisy Text: Preliminary Results. In: Proceedings of the 2011 Joint Workshop on Multilingual OCR and Analytics for Noisy Unstructured Text Data, pp. 5:1-5:8 (2011)
6. Giesbrecht, E., Evert, S.: Is Part-of-Speech Tagging a Solved Task? An Evaluation of POS Taggers for the German Web as Corpus. In: Proceedings of the Fifth Web as Corpus Workshop, pp. 27-35 (2009)
7. Giménez, J., Màrquez, L.: Svmtool: A General POS Tagger Generator Based on Support Vector Machines. In: Proceedings of the 4th International Conference on Language Resources and Evaluation, pp. 43-46 (2004)
8. Gimpel, K., Schneider, N., O'Connor, B., Das, D., Mills, D., Eisenstein, J., Heilman, M., Yogatama, D., Flanigan, J., Smith, N.A.: Part-of-speech tagging for Twitter: annotation, features, and experiments. In: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, pp. 42-47 (2011)
9. Klein, S., Simmons, R.F.: A Computational Approach to Grammatical Coding of English Words. J. ACM 10, 334-347 (1963)
10. Owoputi, O., O'Connor, B., Dyer, C., Gimpel, K., Schneider, N.: Part-of-Speech Tagging for Twitter: Word Clusters and Other Advances. Technical report, School of Computer Science, Carnegie Mellon University (2012)
11. Schiller, A., Teufel, S., Stöckert, C., Thielen, C.: Guidelines für das Tagging deutscher Textcorpora mit STTS. University of Stuttgart (1999)
12. Schmid, H.: Part-of-Speech Tagging With Neural Networks. In: Proceedings of the 15th Conference on Computational Linguistics, pp. 172-176 (1994)
13. Schmid, H.: Improvements in Part-of-Speech Tagging With an Application to German. In: Proceedings of the ACL SIGDAT-Workshop, pp. 47-50 (1995)
14. Toutanova, K., Klein, D., Manning, C.D., Singer, Y.: Feature-rich Part-of-Speech Tagging With a Cyclic Dependency Network. In: Proceedings of Human Language Technology Conference, pp. 173-180 (2003)
15. Trevisan, B., Neunerdt, M., Jakobs, E.-M.: A multi-level annotation model for fine-grained opinion detection in German blog comments. In: Proceedings of KONVENS 2012, pp. 179-188 (2012)
16. Volk, M., Schneider, G.: Comparing a statistical and a rule-based tagger for German. In: Proceedings of the 4th Conference on Natural Language Processing, x pp. 125-137 (1998)