1 |
Automatically Selecting the Best Dependency Annotation Design with Dynamic Oracles
|
|
|
|
In: Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies ; Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies ; https://hal.archives-ouvertes.fr/hal-01813395 ; Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Association for Computational Linguistics, Jun 2018, New Orleans, United States. pp.401 - 406, ⟨10.18653/v1/N18-2064⟩ (2018)
|
|
Abstract:
This work introduces a new strategy to compare the numerousconventions that have been proposed over the years forexpressing dependency structures and discover the one for which aparser will achieve the highest parsing performance. Instead ofassociating each sentence in the training set with a single goldreference, we propose to consider a set of references encodingalternative syntactic representations. Training a parser with adynamic oracle will then automatically select among all alternativesthe reference that will be predicted with the highest accuracy.Experiments on the UD corpora show the validity of this approach.
|
|
Keyword:
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO]Computer Science [cs]; dependency parsing
|
|
URL: https://doi.org/10.18653/v1/N18-2064 https://hal.archives-ouvertes.fr/hal-01813395/file/N18-2064.pdf https://hal.archives-ouvertes.fr/hal-01813395 https://hal.archives-ouvertes.fr/hal-01813395/document
|
|
BASE
|
|
Hide details
|
|
2 |
A multilingual corpus of tweets for domain adaptation
|
|
|
|
In: https://hal.archives-ouvertes.fr/hal-01529857 ; [Research Report] LIMSI-CNRS; ELDA; Systran. 2017 (2017)
|
|
BASE
|
|
Show details
|
|
3 |
Cross-lingual and cross-domain discourse segmentation of entire documents ...
|
|
|
|
BASE
|
|
Show details
|
|
6 |
LIMSI@WMT16: Machine Translation of News
|
|
|
|
In: First Conference on Machine Translation ; https://hal.archives-ouvertes.fr/hal-01388659 ; First Conference on Machine Translation, Aug 2016, Berlin, Germany. pp.239--245, ⟨10.18653/v1/W16-2304⟩ ; https://statmt.org/wmt16 (2016)
|
|
BASE
|
|
Show details
|
|
7 |
Cross-lingual Dependency Transfer : What Matters? Assessing the Impact of Pre- and Post-processing
|
|
|
|
In: Workshop on Multilingual and Cross-lingual Methods in NLP ; https://hal.archives-ouvertes.fr/hal-01961510 ; Workshop on Multilingual and Cross-lingual Methods in NLP, Jun 2016, San Diego, United States. pp.20 - 29, ⟨10.18653/v1/W16-1203⟩ (2016)
|
|
BASE
|
|
Show details
|
|
8 |
Validation Issues induced by an Automatic Pre-Annotation Mechanism in the Building of Non-projective Dependency Treebanks
|
|
|
|
In: Proceedings of the Ninth International Conference on Language Ressources and Evaluation (LREC 2014), Reykjavik, Iceland, May 26-31, 2014 ; Ninth International Conference on Language Ressources and Evaluation (LREC 2014) ; https://hal.archives-ouvertes.fr/hal-01017233 ; Ninth International Conference on Language Ressources and Evaluation (LREC 2014), May 2014, Reykjavik, Iceland. pp.4082-4086 (2014)
|
|
BASE
|
|
Show details
|
|
9 |
Label Pre-annotation for Building Non-projective Dependency Treebanks for French
|
|
|
|
In: 15th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2014) ; https://hal.archives-ouvertes.fr/hal-01004007 ; 15th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2014), Apr 2014, Kathmandu, Nepal. pp.1-12 (2014)
|
|
BASE
|
|
Show details
|
|
10 |
A Three-Step Transition-Based System for Non-Projective Dependency Parsing
|
|
|
|
In: The 25th International Conference on Computational Linguistics (COLING 2014) ; https://hal.archives-ouvertes.fr/hal-01097232 ; The 25th International Conference on Computational Linguistics (COLING 2014), Aug 2014, Dublin, Ireland. pp.224-232 ; http://aclweb.org/anthology/C/C14/C14-1023.pdf (2014)
|
|
BASE
|
|
Show details
|
|
11 |
On the Effect of Head Tagging on Parsing Discontinuous Dependencies in French
|
|
|
|
In: ESSLLI Student Session 2013 ; StuS 2013 ; https://hal.archives-ouvertes.fr/hal-00918354 ; StuS 2013, Aug 2013, Düsseldorf, Germany. pp.93-103 (2013)
|
|
BASE
|
|
Show details
|
|
|
|