Re-Ranking Algorithms for Name Tagging
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Ji, H; Rudin, C; Grishman, R
Published in: HLT-NAACL 2006 - Computationally Hard Problems and Joint Inference in Speech and Language Processing, Proceedings of the Workshop
January 1, 2006
Integrating information from different stages of an NLP processing pipeline can yield significant error reduction. We demonstrate how re-ranking can improve name tagging in a Chinese information extraction system by incorporating information from relation extraction, event extraction, and coreference. We evaluate three state-of-the-art re-ranking algorithms (MaxEnt-Rank, SVMRank, and p-Norm Push Ranking), and show the benefit of multi-stage re-ranking for cross-sentence and cross-document inference.
Duke Scholars
Published In
HLT-NAACL 2006 - Computationally Hard Problems and Joint Inference in Speech and Language Processing, Proceedings of the Workshop
Publication Date
January 1, 2006
Start / End Page
49 / 56
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Ji, H., Rudin, C., & Grishman, R. (2006). Re-Ranking Algorithms for Name Tagging. In HLT-NAACL 2006 - Computationally Hard Problems and Joint Inference in Speech and Language Processing, Proceedings of the Workshop (pp. 49–56).
Ji, H., C. Rudin, and R. Grishman. “Re-Ranking Algorithms for Name Tagging.” In HLT-NAACL 2006 - Computationally Hard Problems and Joint Inference in Speech and Language Processing, Proceedings of the Workshop, 49–56, 2006.
Ji H, Rudin C, Grishman R. Re-Ranking Algorithms for Name Tagging. In: HLT-NAACL 2006 - Computationally Hard Problems and Joint Inference in Speech and Language Processing, Proceedings of the Workshop. 2006. p. 49–56.
Ji, H., et al. “Re-Ranking Algorithms for Name Tagging.” HLT-NAACL 2006 - Computationally Hard Problems and Joint Inference in Speech and Language Processing, Proceedings of the Workshop, 2006, pp. 49–56.
Ji H, Rudin C, Grishman R. Re-Ranking Algorithms for Name Tagging. HLT-NAACL 2006 - Computationally Hard Problems and Joint Inference in Speech and Language Processing, Proceedings of the Workshop. 2006. p. 49–56.
Published In
HLT-NAACL 2006 - Computationally Hard Problems and Joint Inference in Speech and Language Processing, Proceedings of the Workshop
Publication Date
January 1, 2006
Start / End Page
49 / 56