FitzGerald, Nicholas, Oscar Täckström, Kuzman Ganchev, and Dipanjan Das. “Semantic role labeling with neural network factors.” In Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, pp. 960-970. 2015.
Zhou, Jie, and Wei Xu. “End-to-end learning of semantic role labeling using recurrent neural networks.” In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), vol. 1, pp. 1127-1137. 2015.
(*) He, Luheng, Kenton Lee, Mike Lewis, and Luke Zettlemoyer. “Deep semantic role labeling: What works and what’s next.” In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), vol. 1, pp. 473-483. 2017.