AKA "baby step" approach (Lee et al. 2012)[1]
From Lee et al.: "Our model follows a cautious (or “baby steps”) approach, which we previously showed to be successful for entity coreference resolution (Raghunathan et al., 2010; Lee et al., 2011)."
TODO: overview? Xie et al. (2015)[2]
References
- ↑ 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.
- ↑ Xie, J., Ma, C., Doppa, J. R., Mannem, P., Fern, X. Z., Dietterich, T. G., & Tadepalli, P. (2015). Learning Greedy Policies for the Easy-First Framework. AAAI, 2339–2345. Retrieved from http://dblp.uni-trier.de/db/conf/aaai/aaai2015.html#XieMDMFDT15