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The Pennsylvania State University CiteSeerX Archives (176)
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Hits 61 – 80 of 176
61
Connectionist Learning of Natural Language Lexical Phonotactics
Ivelin Stoianov
;
John Nerbonne
In: http://www.let.rug.nl/~stoianov/ps/ml.conn.learn.nl.phonotactics.ps.gz (1998)
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62
Exploring Phonotactics with Simple Recurrent Networks
Ivelin Stoianov
;
John Nerbonne
In: http://www.let.rug.nl/~nerbonne/papers/clin98srn.ps (1998)
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63
Linguistic Databases
John Nerbonne
In: http://www.let.rug.nl/~nerbonne/papers/intro-db.ps (1998)
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64
Glosser-RuG: A User Study
Duco Dokter
;
John Nerbonne
;
Lily Schurcks-grozeva
...
In: http://www.let.rug.nl/~nerbonne/papers/glosser-user-study.ps (1998)
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65
Modelling the phonotactic structure of natural language words with Simple Recurrent Networks
Ivelin Stoianov
;
John Nerbonne
;
Huub Bouma
In: http://grid.let.rug.nl/~nerbonne/papers/clin97.Stoianov.Nerbonne.Bouma.PhonotacticsLearning.pdf (1998)
Abstract:
Simple Recurrent Networks (SRN) are Neural Network (connectionist) models able to process natural language. Phonotactics concerns the order of symbols in words. We continued an earlier unsuccessful trial to model the phonotactics of Dutch word corpus with SRNs. In order to overcome the previously reported obstacles, a new method for network testing was developed- optimal threshold evaluation. This method is based on minimising the erroneous character prediction of a trained SRN. The network training was improved as well. The training words were presented to the network according to their frequencies, which emphasises the more frequent sequences. The achieved results are promising and provide a base for further study. 1. Introduction to connectionist natural language processing. It is still a challenge to process natural language with connectionist paradigms. Formal language theory provides more natural methods for exploring complex language phenomena, but if we search for an approach as robust and fast as the human brain is, we should take inspiration from the brain itself. Artificial neural networks (NN) are computational models that resemble the brain structure and processing (Rumelhart et al. 1986, Elman 1990
URL:
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.66.9327
http://grid.let.rug.nl/~nerbonne/papers/clin97.Stoianov.Nerbonne.Bouma.PhonotacticsLearning.pdf
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66
Morphological Processing and Computer-Assisted Language Learning
John Nerbonne
;
Duco Dokter
;
Petra Smit
In: http://www.let.rug.nl/~nerbonne/papers/call_fr.ps.gz (1998)
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67
Morphological processing and computer-assisted language learning
John Nerbonne
;
Duco Dokter
;
Petra Smit
In: http://www.let.rug.nl/~nerbonne/papers/call_fr.pdf (1998)
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68
Modelling the phonotactic structure of natural language words with Simple Recurrent Networks
Ivelin Stoianov
;
Huub Bouma
;
John Nerbonne
In: http://grid.let.rug.nl/~stoianov/ps/dutch.phonot.poster97.ps.gz (1997)
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69
Measuring Dialect Distance Phonetically
John Nerbonne
;
Wilbert Heeringa
In: http://www.let.rug.nl/~nerbonne/papers/comp-phon97.ps (1997)
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70
Measuring Dialect Distance Phonetically
John Nerbonne
;
Wilbert Heeringa
In: http://acl.ldc.upenn.edu/W/W97/W97-1102.pdf (1997)
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71
Measuring dialect distance phonetically
John Nerbonne
;
Wilbert Heeringa
In: http://www.let.rug.nl/%7Eheeringa/dialectology/papers/cph97.pdf (1997)
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72
Modelling the phonotactic structure of natural language words with Simple Recurrent Networks
Ivelin Stoianov
;
John Nerbonne
;
Huub Bouma
In: http://www.let.rug.nl/~stoianov/ps/clin97.Stoianov.Nerbonne.Bouma.PhonotacticsLearning.ps.gz (1997)
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73
Reading more into Foreign Languages
John Nerbonne
;
Lauri Karttunen
;
Elena Paskaleva
...
In: http://grid.let.rug.nl/~nerbonne/papers/anlp97.ps (1997)
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74
Phonetic Distance between Dutch Dialects
John Nerbonne
;
Wilbert Heeringa
;
Erik van den Hout
...
In: http://grid.let.rug.nl/~nerbonne/papers/clin96.ps (1996)
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75
Phonetic Distance between Dutch Dialects
John Nerbonne
;
Wilbert Heeringa
;
Erik Hout
...
In: http://odur.let.rug.nl/~heeringa/dialectology/papers/clin96.pdf (1996)
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76
GLOSSER-RuG: in Support of Reading
John Nerbonne
;
Petra Smit
;
Vakgroep Alfa-informatica
...
In: http://www.let.rug.nl/~nerbonne/papers/colingpaper.ps (1996)
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77
Computational Semantics -- Linguistics and Processing
John Nerbonne
In: http://www.let.rug.nl/~nerbonne/papers/sem-handbook.ps (1996)
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78
Lexicons for Feature-Based Systems
Gosse Bouma
;
John Nerbonne
;
Rijksuniversiteit Groningen
In: http://www.let.rug.nl/~nerbonne/papers/lexic.ps (1994)
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79
Partial Verb Phrases and Spurious Ambiguities
John Nerbonne
In: http://www.let.rug.nl/~nerbonne/papers/pvp.ps (1994)
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80
A Diagnostic Tool for German Syntax
John Nerbonne
;
Klaus Netter
;
Abdel Kader Diagne
...
In: http://odur.let.rug.nl/~nerbonne/papers/diagnostics-mt-1993.pdf (1993)
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