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Corpus-based induction of syntactic structure: models of dependency and constituency
Dan Klein, Christopher D. Manning, 2004. Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics - ACL '04.
Presents a generative model for learning dependency structure from unannotated text and combines it with a constituency model; the combined model beats either part alone and works across languages.
What it's used for here
The inductive methods survey lists it among lower-priority grammar-induction methods, worth one run as a negative control because the Voynich text carries little word-order information.
Cited by on this site 1 record
1 methods surveys
SRCInductive methods
Cite it
Klein, D., & Manning, C. D. (2004). Corpus-based induction of syntactic structure: models of dependency and constituency. Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics - ACL '04. https://doi.org/10.3115/1218955.1219016
@article{klein2004corpus,
author = {Klein, Dan and Manning, Christopher D.},
title = {Corpus-based induction of syntactic structure: models of dependency and constituency},
journal = {Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics - ACL '04},
year = {2004},
doi = {10.3115/1218955.1219016},
url = {https://doi.org/10.3115/1218955.1219016}
}TY - JOUR TI - Corpus-based induction of syntactic structure: models of dependency and constituency AU - Klein, Dan AU - Manning, Christopher D. PY - 2004 JO - Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics - ACL '04 DO - 10.3115/1218955.1219016 UR - https://doi.org/10.3115/1218955.1219016 ER -
Klein, Dan and Christopher D. Manning. “Corpus-based induction of syntactic structure: models of dependency and constituency.” Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics - ACL '04 (2004). https://doi.org/10.3115/1218955.1219016.