Class Meeting for 10-707 11/3/2010
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IE and Reasoning 2: Joint Inference with MLNs
- Joint inference in information extraction, by H. Poon, P. Domingos. In PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2007.
- William W. Cohen, David McAllester, and Henry Kautz (2000): Hardening Soft Information Sources in KDD 2000: 255-259.
- Jointly Identifying Temporal Relations with Markov Logic, by K. Yoshikawa, J. NAIST, S. Riedel, M. Asahara, Y. Matsumoto. In Proceedings of the 47th Annual Meeting of the ACL and the 4th IJCNLP of the AFNLP, 2009.
- Haghighi, A., and D. Klein. n.d. An Entity-Level Approach to Information Extraction. Another nice joint model, of coreference and the role played by entities in relations.