TY  - CHAP
U1  - Konferenzveröffentlichung
A1  - Do, Bich-Ngoc
A1  - Rehbein, Ines
T1  - Evaluating LSTM models for grammatical function labelling
T2  - Proceedings of the 15th International Conference on Parsing Technologies, September 20–22, 2017 Pisa, Italy (IWPT 2017)
N2  - To improve grammatical function labelling for German, we augment the labelling component of a neural dependency parser with a decision history. We present different ways to encode the history, using different LSTM architectures, and show that our models yield significant improvements, resulting in a LAS for German that is close to the best result from the SPMRL 2014 shared task (without the reranker).
KW  - Automatische Sprachverarbeitung
KW  - Syntaktische Analyse
KW  - Parser
KW  - Deutsch
Y1  - 2017
U6  - https://nbn-resolving.org/urn:nbn:de:bsz:mh39-80010
UN  - https://nbn-resolving.org/urn:nbn:de:bsz:mh39-80010
UR  - http://aclweb.org/anthology/W17-6318
SN  - 978-1-945626-73-9
SB  - 978-1-945626-73-9
SP  - 128
EP  - 133
PB  - The Association for Computational Linguistics
CY  - Stroudsburg PA, USA
ER  -