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Universal Dependencies in Korean

The Universal Dependencies in Korean (UDK) project provides dependency treebanks pseudo-annotated by the guidelines from the Universal Dependencies framework. Thus far, UDK has generated universal dependency trees for the following corpora:

  • Google Treebank: 6,339 sentences, 80,392 tokens (McDonald et al., 2013).
  • Kaist Treebank: 27,363 sentences, 350,090 tokens (Choi et al., 1994).
  • Penn Treebank: 5,010 sentences, 132,041 tokens (Han et al., 2002).

Citation

This work is a collaborative effort between Emory University, University of Pittsburgh, and Institute for Human & Machine Cognition.

References

  • Universal Dependency Annotation for Multilingual Parsing, Ryan McDonald, Joakim Nivre, Yvonne Quirmbach-Brundage, Yoav Goldberg, Dipanjan Das, Kuzman Ganchev, Keith Hall, Slav Petrov, Hao Zhang, Oscar Täckström, Claudia Bedini, Núria Bertomeu Castelló, Jungmee Lee. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, ACL'13, Sofia, Bulgaria, 2013.
  • Penn Korean Treebank: Development and Evaluation, Chung-hye Han, Na-Rae Han, Eon-Suk Ko, Martha Palmer, Heejong Yi. In Proceedings of the 16th Pacic Asia Conference on Language, Information and Computation, PACLIC'02, Jeju, Korea, 2002.
  • KAIST Tree Bank Project for Korean: Present and Future Development. Key-Sun Choi, Young S. Han, Young G. Han, and Oh W. Kwon. In Proceedings of the International Workshop on Sharable Natural Language Resources, Nara, Japan, 1994.

Contact

Part-of-Speech Tags

Tag Google Kaist Penn
ADJ 2,760 14,223 3,431
ADP 1,791 1,498 1,251
ADV 11,361 49,204 15,174
AUX 74 12,906 2,263
CCONJ 223 19,368 2,453
DET 573 4,824 685
INTJ 3 56 0
NOUN 32,345 105,193 46,866
NUM 847 4,848 7,931
PART 31 268 464
PRON 682 7,712 857
PROPN 490 12,366 12,257
PUNCT 10,440 38,925 13,428
SCONJ 0 18,466 9,780
SYM 328 260 376
VERB 18,431 59,273 13,855
X 13 700 970
Total 80,392 350,090 132,041

Dependency Labels

Label Google Kaist Penn
acl 4 21,468 1,488
acl:relcl 3,194 0 0
advcl 4,515 20,487 11,636
advmod 8,810 19,102 2,964
amod 1,566 16,584 1,595
appos 1,544 1,059 1,182
aux 64 18,935 4,807
case 1,624 1,343 1,548
cc 223 5,234 785
ccomp 651 15,655 9,858
clf 0 1 0
compound 0 24,696 28,908
conj 3,863 20,774 9,960
cop 102 303 418
csubj 21 1,202 8,014
dep 2,437 3,019 609
det 569 4,824 685
det:poss 2,508 0 0
discourse 0 47 0
dislocated 0 20,964 0
fixed 13 3,186 528
flat 12,252 803 18
iobj 108 967 222
mark 372 799 1,003
nmod 1,761 22,045 5,555
nsubj 7,774 17,444 4,012
nsubj:pass 516 0 0
nummod 489 3,295 154
obj 5,801 23,605 9,823
obl 2,784 11,577 3,357
punct 10,494 39,016 13,073
root 6,332 27,363 5,036
vocative 0 15 0
xcomp 1 4,278 4,803
Total 80,392 350,090 132,041

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Universal Dependency Treebanks in Korean

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