Concepedia

Short text similarity based on probabilistic topics

Xiaojun Quan, Gang Liu, Zhi Lu, Xingliang Ni

Knowledge and Information Systems · 2009 · 85 citations · 28 references

Concepts

ComputingComputer ScienceComputational LinguisticsInformation RetrievalNatural Language ProcessingInformation ExtractionLanguage ModelingLanguage ModelsText MiningText Similarity AnalysisTopic ModelingAuthor-topic ModelsBayesian Topic ModelsProbabilistic Document RepresentationProbabilistic Topic Models For RetrievalShort-text Similarity

References

28

LIBSVM

Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations

Computing, Computer Science, Machine Learning +12

Latent dirichlet allocation

David M. Blei, Andrew Y. Ng, Michael I. Jordan · Journal of Machine Learning Research · 2003 · 27K citations

Computing, Computer Science, Computational Linguistics +6

<b>WordNet: An electronic lexical database</b> . Ed. by Christiane Fellbaum. Cambridge, MA: MIT Press, 1998. Pp. xxii, 423.

Adam Kilgarriff · Language · 2000 · 11.7K citations

Computing, Computer Science, Linguistics +17

Finding scientific topics

Thomas L. Griffiths, Mark Steyvers · Proceedings of the National Academy of Sciences · 2004 · 6K citations · Full text

Computing, Computer Science, Computational Linguistics +16

Introduction to modern information retrieval

Martín Dillon · Information Processing & Management · 1983 · 6K citations

Computing, Computer Science, Information Systems +12