Semi – supervised learning

Ngày tải lên: 25/04/2013, 19:30

Ngày tải lên: 27/04/2013, 21:02

... analysis. Discourse Processes, 25 9–2 84. Li, W., & McCallum, A. (2005). Semi- supervised sequence modeling with syntactic topic models. AAAI. Liang, P. (2005). Semi- supervised learning for natural language. ... su- pervised NLP system to use these semi- supervised techniques. It is preferable to use a simple and general method to adapt existing supervised NLP systems to b...

Ngày tải lên: 20/02/2014, 04:20

... Meeting of the ACL and the 4th IJCNLP of the AFNLP, pages 36 0–3 68, Suntec, Singapore, 2-7 August 2009. c 2009 ACL and AFNLP Semi- supervised Learning of Dependency Parsers using Generalized Expectation ... supervised CRF supervised CRF restricted GE CRF GE CRF GE human Figure 1: Comparison of the constraint baseline and both GE and supervised training of the restricted and ful...

Ngày tải lên: 20/02/2014, 07:20

...  d characterizing the entailment information between them. 3 Graph Based Semi- Supervised Learning for Entailment Ranking We formulate semi- supervised entailment rank scores as follows. Let each data point ... the ACL and the 4th IJCNLP of the AFNLP, pages 71 9–7 27, Suntec, Singapore, 2-7 August 2009. c 2009 ACL and AFNLP A Graph-based Semi- Supervised Learning for Question...

Ngày tải lên: 20/02/2014, 07:20

... explored semi- supervised or unsupervised approaches to the same problems, seeking to improve accuracy with the addition of lower cost unlabeled data. Tradi- tional approaches to semi- supervised learning ... of ACL-08: HLT, pages 87 0–8 78, Columbus, Ohio, USA, June 2008. c 2008 Association for Computational Linguistics Generalized Expectation Criteria for Semi- Supervised Lea...

Ngày tải lên: 20/02/2014, 09:20

... Linguistics and 44th Annual Meeting of the ACL, pages 44 1–4 48, Sydney, July 2006. c 2006 Association for Computational Linguistics Semi- Supervised Learning of Partial Cognates using Bilingual Bootstrapping ... Machine Trans- lation tools and for Computer-Assisted Language Learning tools. In this paper we propose a supervised and a semi- supervised method to disambiguate p...

Ngày tải lên: 20/02/2014, 12:20

... Computational Linguistics, pages 147 3–1 481, Uppsala, Sweden, 11-16 July 2010. c 2010 Association for Computational Linguistics Experiments in Graph-based Semi- Supervised Learning Methods for Class-Instance ... class. This line of work has evolved to incorporate ideas from graph-based semi- supervised learning in extrac- tion from semi- structured text (Wang and Cohen, 2007),...

Ngày tải lên: 07/03/2014, 22:20

Ngày tải lên: 08/03/2014, 01:20

... traditional semi- supervised learning methods in that they use graph structure to smooth the labeling function. To the best of our knowledge, no work has been done on using graph based semi- supervised learning algorithms ... Zhou et al., 2005), semi- supervised learn- ing algorithms (Brin, 1998; Agichtein and Gravano, 2000; Zhang, 2004), and unsupervised learning al- gorithms...

Ngày tải lên: 08/03/2014, 02:21