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Morpho Challenge competition 2005-2010: Evaluations and results
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In: http://www.aclweb.org/anthology-new/W/W10/W10-2211.pdf (2010)
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Unsupervised models for morpheme segmentation and morphology learning
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In: http://nlp.cs.swarthmore.edu/~richardw/papers/creutz2005-unsupervised.draft.pdf (2007)
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K.: Unsupervised models for morpheme segmentation and morphology learning
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In: http://users.ics.aalto.fi/krista/papers/creutz07acmtslp.pdf (2007)
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Unsupervised models for morpheme segmentation and morphology learning
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In: http://www.cs.swarthmore.edu/~richardw/cs65-f08/litreview/joon-trilok.pdf (2007)
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Simulating Meaning Negotiation Using Observational Language Games
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In: http://www.cis.hut.fi/krista/papers/Lindh-Knuutila06EELC.pdf (2006)
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Inducing the Morphological Lexicon of a Natural Language from Unannotated Text
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In: http://www.cis.hut.fi/mcreutz/papers/Creutz05akrr.pdf (2005)
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Morfessor and hutmegs: Unsupervised morpheme segmentation for highlyinflecting and compounding languages
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In: http://www.cis.hut.fi/krista/papers/Creutz05hlt.pdf (2005)
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Morfessor and hutmegs: Unsupervised morpheme segmentation for highlyinflecting and compounding languages
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In: http://www.cis.hut.fi/krista/papers/Creutz05hlt.ps (2005)
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Unsupervised morpheme segmentation and morphology induction from text corpora using Morfessor 1.0
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In: http://www.cis.hut.fi/krista/papers/Creutz05tr.pdf (2005)
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| 10 |
Adaptive And Statistical Approaches In
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In: http://www.cis.hut.fi/~krista/papers/Honkela05conceptTR.pdf (2005)
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| 11 |
Induction of a simple morphology for highly-inflecting languages
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In: http://lib.tkk.fi/diss/2006/isbn9512282119/article3.pdf (2004)
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2004. Induction of a simple morphology for highly-inflecting languages
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In: http://www.cis.hut.fi/krista/papers/Creutz04.morpho.pdf (2004)
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2004. Induction of a simple morphology for highly-inflecting languages
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In: http://www.cis.hut.fi/krista/papers/Creutz04.morpho.ps (2004)
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| 14 |
Data analysis of conceptual similarities of Finnish verbs
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In: http://www.hfac.gmu.edu/~cogsci/program/./final_ind_files/lagus_airola_creutz.pdf (2002)
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| 15 |
Data analysis of conceptual similarities of Finnish verbs
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In: http://www.cis.hut.fi/krista/papers/Lagus02.cogsci.ps (2002)
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Large Vocabulary Statistical Language Modeling for Continuous Speech Recognition in Finnish
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In: http://www.cis.hut.fi/krista/papers/Eurospeech01.ps (2001)
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Analysis of functional similarities of Finnish verbs using the self-organizing map
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In: http://www.cis.hut.fi/krista/papers/Lagus01.esslli.ps (2001)
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Abstract:
Obtaining semantic or functional word categories from data in an unsupervised manner is a problem motivated both from the linguistic point of view and from that of construing language models for various language processing tasks. In this work, we use the Self-Organizing Map algorithm to visualize and cluster common Finnish verbs based on their immediate morphological contexts. Based on a data set of over 500,000 utterances of 25 verbs, we studied (1) the base forms and (2) the most common word forms of the same verbs (4764 forms). The results show that even the simple feature selection used in this experiment was found to be suitable for rough automatic categorization of verbs on the basis of data extracted from unrestricted texts. In particular, the automatically obtained organization resembles the semantic classification of verbs designed by a linguist.
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URL: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.19.7790
http://www.cis.hut.fi/krista/papers/Lagus01.esslli.ps
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LATENT LINGUISTIC CODES FOR MORPHEMES USING INDEPENDENT COMPONENT ANALYSIS
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In: http://www.cis.hut.fi/krista/papers/Lagus05ncpw9.pdf
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Predicting Reaction Times in Word Recognition by Unsupervised Learning of Morphology
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In: http://users.ics.aalto.fi/krista/papers/virpioja2011icann.pdf
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Inducing the morphological lexicon of a natural language from unannotated text
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In: http://users.ics.aalto.fi/krista/papers/Creutz05akrr.pdf
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