Nalazite se na CroRIS probnoj okolini. Ovdje evidentirani podaci neće biti pohranjeni u Informacijskom sustavu znanosti RH. Ako je ovo greška, CroRIS produkcijskoj okolini moguće je pristupi putem poveznice www.croris.hr
izvor podataka: crosbi !

Investigating Language Independence in HMM PoS/MSD-Tagging (CROSBI ID 537793)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Agić, Željko ; Tadić, Marko ; Dovedan, Zdravko Investigating Language Independence in HMM PoS/MSD-Tagging // Proceedings of the 30th International Conference on Information Technology Interfaces / Lužar-Stiffler, Vesna ; Hljuz Dobrić, Vesna ; Bekić, Zoran (ur.). Zagreb: Sveučilišni računski centar Sveučilišta u Zagrebu (Srce), 2008. str. 657-662

Podaci o odgovornosti

Agić, Željko ; Tadić, Marko ; Dovedan, Zdravko

engleski

Investigating Language Independence in HMM PoS/MSD-Tagging

The paper presents an investigation of functional dependencies in morphosyntactic tagging using hidden Markov models. Starting from a well known fact that the HMM tagging paradigm relies on lexical knowledge acquired from training corpora and stored in form of transition and emission matrices, also called a language model, in the experiment, we apply the TnT trigram tagger on creating language models for seven different languages from the MULTEXT East v3 project translations of George Orwell’ s 1984. – Czech, Estonian, Hungarian, Romanian, Serbian, Slovene and original English version. We then use these language models in the tagging procedure and obtain details on various relations between training corpora statistics, training outputs and outputs of the tagging procedure.

language independence; part-of-speech tagging; morphosyntactic tagging; hidden Markov models

nije evidentirano

nije evidentirano

nije evidentirano

nije evidentirano

nije evidentirano

nije evidentirano

Podaci o prilogu

657-662.

2008.

objavljeno

Podaci o matičnoj publikaciji

Proceedings of the 30th International Conference on Information Technology Interfaces

Lužar-Stiffler, Vesna ; Hljuz Dobrić, Vesna ; Bekić, Zoran

Zagreb: Sveučilišni računski centar Sveučilišta u Zagrebu (Srce)

978-953-7138-12-7

Podaci o skupu

30th International Conference on Information Technology Interfaces (ITI 2008)

predavanje

23.06.2008-26.06.2008

Dubrovnik, Hrvatska; Cavtat, Hrvatska

Povezanost rada

Računarstvo, Informacijske i komunikacijske znanosti, Filologija