2008 WeaklySupervisedAcquisitionofLa

• (Talukdar et al., 2008) ⇒ Partha Pratim Talukdar, Joseph Reisinger, Marius Paşca, Deepak Ravichandran, Rahul Bhagat, and Fernando Pereira. (2008). “Weakly-supervised Acquisition of Labeled Class Instances Using Graph Random Walks.” In: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2008).

Subject Headings: Weakly Labeled Training Data.

Cited By

• ~47 http://scholar.google.com/scholar?q=%22Weakly-supervised+acquisition+of+labeled+class+instances+using+graph+random+walks%22+2008
• ~23 http://dl.acm.org/citation.cfm?id=1613787#citedby

Quotes

Abstract

We present a graph-based semi-supervised label propagation algorithm for acquiring open-domain labeled classes and their instances from a combination of unstructured text source and structured text sources. This acquisition method significantly improves coverage compared to a previous set of labeled classes and instances derived from free text, while achieving comparable precision.

References

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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2008 WeaklySupervisedAcquisitionofLa	Marius Paşca Deepak Ravichandran Fernando Pereira Partha Pratim Talukdar Joseph Reisinger Rahul Bhagat			Weakly-supervised Acquisition of Labeled Class Instances Using Graph Random Walks