. Barnickel, Large Scale Application of Neural Network Based Semantic Role Labeling for Automated Relation Extraction from Biomedical Texts, PLoS ONE, vol.9, issue.7, 2009.
DOI : 10.1371/journal.pone.0006393.t002

M. David, A. Y. Blei, M. I. Ng, and . Jordan, Latent dirichlet allocation Algorithms for deterministic incremental dependency parsing, Journal of Machine Learning Research Computational Linguistics, vol.3, issue.344, pp.993-1022513, 2003.

. Pranjal, Awasthi Pranjal, Rao Delip, and Ravindran Balaraman Part of speech tagging and chunking with hmm and crf, Proceedings of NLP Association of India (NLPAI) Machine Learning Contest, 2006.

. Pustejovsky, Robust Relational Parsing over Biomedical Literature: Extracting Inhibit Relation, Biocomputing 2002, pp.362-373, 2002.
DOI : 10.1142/9789812799623_0034

. Rao, Entity Linking: Finding Extracted Entities in a Knowledge Base, Multi-source, Multilingual Information Extraction and Summarization, 2011.
DOI : 10.1007/978-3-642-28569-1_5

]. E. Riloff1996 and . Riloff, Automatically generating extraction patterns form untagged text, Proc. 13th Natl. Conf. on Artificial Intelligence (AAAI-96), pp.1044-1049, 1996.

. Robertson, Okapi at TREC-7: Automatic Ad Hoc, Filtering, VLC and Interactive, Proceedings of the 7 th Text Retrieval Conference, pp.7-199, 1998.

]. S. Soderland1999 and . Soderland, Learning information extraction rules for semi-structured and free text, Machine Learning, vol.34, issue.1/3, pp.233-272, 1999.
DOI : 10.1023/A:1007562322031

. Sun, Semi-supervised relation extraction with large-scale word clustering, Proc. 49th Annual Meeting of the Association for Computational Linguistics, pp.521-529, 2011.

. Tikk, A comprehensive benchmark of kernel methods to extract proteinprotein interactions from literature, PLoS Computing Biology, vol.6, issue.7, 2012.

. Wang, Semantic event detection using conditional random fields, IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW '06), 2006.

D. Zelenko, C. Aone, and A. Richardella, Kernel methods for relation extraction, Proceedings of the ACL-02 conference on Empirical methods in natural language processing , EMNLP '02, pp.1083-1106, 2003.
DOI : 10.3115/1118693.1118703

. Zhang, Exploring syntactic features for relation extraction using a convolution tree kernel, Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics -, pp.288-295, 2006.
DOI : 10.3115/1220835.1220872