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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 Edit

  1. 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.
  2. 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