2004 FrameNetParsingUsingMaxEnt

• (Kwon et al., 2004) ⇒ Namhee Kwon, Michael Fleischmann, Eduard Hovy. (2004). “FrameNet-based Semantic Parsing using Maximum Entropy Models.” In: Proceedings of COLING Conference (COLING 2004).

Subject Headings: Semantic Role Labeling, FrameNet

Cited By

• ~11 http://scholar.google.com/scholar?q=%22FrameNet-based+Semantic+Parsing+using+Maximum+Entropy+Models%22+2004

2005

• (Liu et al., 2005) ⇒ Ting Liu, Wanxiang Che, Sheng Li, Yuxuan Hu, Huaijun Liu. (2005). “Semantic Role Lableing System using Maximum Entropy Classifier.” In: Association for Computational Linguistics, pages 189-192, .
• (Jiang et al., 2005) ⇒ Zheng-Yu Jiang, Jia Li, and Wee Teck Ng. (2005). “Semantic Argument Classification Exploiting Argument Interdependence.” Department of Computer Science, National University of Singapore

Quotes

Abstract

As part of its description of lexico-semantic predicate frames or conceptual structures, the FrameNet project defines a set of semantic roles specific to the core predicate of a sentence. Recently, researchers have tried to automatically produce semantic interpretations of sentences using this information. Building on prior work, we describe a new method to perform such interpretations. We define sentence segmentation first and show how Maximum Entropy re-ranking helps achieve a level of 76.2% F-score (answer among topfive candidates) or 61.5% (correct answer).

References

• …
• (Fleischman et al., 2003) ⇒ M. Fleischman and N. Kwon and Eduard Hovy. (2003). “Maximum entropy models for FrameNet classification. In: Proceedings of EMNLP-2003. (paper.pdf)
• …,

	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2004 FrameNetParsingUsingMaxEnt	Eduard Hovy Namhee Kwon Michael Fleischmann			FrameNet-based Semantic Parsing using Maximum Entropy Models		Proceedings of COLING Conference	http://acl.ldc.upenn.edu/coling2004/MAIN/pdf/179-745.pdf			2004