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in: Event coreference resolution, State of the art

Changes: Event coreference resolution (state of the art)

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|Lu et al. (2016)<ref name=":0">Lu, J., Venugopal, D., Gogate, V., & Ng, V. (2016). Joint Inference for Event Coreference Resolution. ''Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers'', 3264–3275.</ref>
  
|Lu et al. (2016)<ref name=":0">Lu, J., Venugopal, D., Gogate, V., & Ng, V. (2016). Joint Inference for Event Coreference Resolution. ''Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers'', 3264–3275.</ref>
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|Lu et al. (2015)<ref>Lu, J., & Ng, V. (2015). Event Coreference Resolution with Multi-Pass Sieves, 3996–4003.</ref>
 
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<references />[[Category:Event coreference resolution]]
  
<references />[[Category:Event coreference resolution]]
 
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[[Category:State of the art]]

Latest revision as of 11:04, 4 November 2018

English ACE 2005 (within document)[]

Model
B3
CEAF
PW
 Note
R P F R P F R P F
Bejan and Harabagiu (2010)[1] 83.4 84.2 83.8 76.9 76.5 76.7 43.3 47.1 45.1 Row 7, Table 3

Chinese ACE 2005 (within document)[]

Model
MUC
B3
CEAF
BLANC
 Note Ref
R P F R P F R P F R P F
MLN TODO Lu et al. (2016)[2]

English KBP 2015 (within document)[]

Model
MUC
B3
CEAF
BLANC
 Average Note Ref
R P F R P F R P F R P F
MLN 38.21 47.07 42.18 41.63 50.27 45.54 33.48 47.53 39.29 28.96 40.61 33.30 Table 4, notice that the columns are P-R-F instead of R-P-F Lu et al. (2016)[2]
Multi-sieve 40.68 48.08 44.07 42.82 48.29 45.39 33.04 46.60 38.67 29.72 39.27 33.14 40.32 Table 4, last line Lu et al. (2015)[3]

ECB (cross document)[]

Model
MUC
B3
CEAF
BLANC
 Note Ref
R P F R P F R P F R P F
Joint entity-event 61.2 75.9 67.8 53.9 79.0 64.1 45.2 30.0 35.8 67.1 82.2 72.3 Last row, Table 4 Lee et al. (2012)[4]

ECB+ (cross document)[]

See also[]

References[]

  1. ↑ Bejan, C. A., & Harabagiu, S. (2010). Unsupervised Event Coreference Resolution with Rich Linguistic Features. In ACL 2010 (pp. 1412–1422).
  2. ↑ 2.0 2.1 Lu, J., Venugopal, D., Gogate, V., & Ng, V. (2016). Joint Inference for Event Coreference Resolution. Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers, 3264–3275.
  3. ↑ Lu, J., & Ng, V. (2015). Event Coreference Resolution with Multi-Pass Sieves, 3996–4003.
  4. ↑ Lee, H., Recasens, M., Chang, A., Surdeanu, M., & Jurafsky, D. (2012). Joint Entity and Event Coreference Resolution across Documents. (EMNLP-CoNLL 2012) Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, (July), 489–500.

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