Publications [#376879] of Cynthia D. Rudin

Papers Published

1. 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 (January, 2006), pp. 49-56
   (last updated on 2026/01/16)

   Abstract:
   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.