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Named Entity Recognition with Long Short-Term Memory
In: http://cnts.uia.ac.be/conll2003/ps/17275ham.ps.gz (2003)
Abstract: In this approach to named entity recognition, a recurrent neural network, known as Long Short-Term Memory, is applied. The network is trained to perform 2 passes on each sentence, outputting its decisions on the second pass. The first pass is used to acquire information for disambiguation during the second pass. SARDNET, a self-organising map for sequences is used to generate representations for the lexical items presented to the LSTM network, whilst orthogonal representations are used to represent the part of speech and chunk tags.
Keyword: In this paper; Long Short-Term Memory
URL: http://cnts.uia.ac.be/conll2003/ps/17275ham.ps.gz
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.5.9817
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2
Shallow Parsing with PoS Taggers and Linguistic Features
In: http://www.ai.mit.edu/projects/jmlr/papers/volume2/megyesi02a/megyesi02a.pdf (2002)
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Memory-Based Shallow Parsing
In: http://cnts.uia.ac.be/cnts/papers/./ps/20020417.4146.jmlr2002.ps (2002)
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4
Memory-based Shallow Parsing
In: http://jmlr.csail.mit.edu/papers/volume2/tks02a/tks02a.pdf (2002)
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5
Journal of Machine Learning Research 2 (2002) 669--693 Submitted 9/01; Published 3/02 Learning Rules and Their Exceptions
In: http://lcg-www.uia.ac.be/lcg/texts/./ps/dejean.jmlr2002.ps.gz (2002)
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Learning rules and their exceptions
In: http://jmlr.csail.mit.edu/papers/volume2/dejean02a/dejean02a.pdf (2002)
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Shallow Parsing with PoS Taggers and Linguistic Features
In: http://www.jmlr.org/papers/volume2/megyesi02a/megyesi02a.ps.gz (2002)
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8
Shallow Parsing with PoS Taggers and Linguistic Features
In: http://www.speech.kth.se/%7Ebea/megyesi02a.ps (2002)
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9
Learning computational grammars
In: http://acl.ldc.upenn.edu/W/W01/W01-0712.pdf (2001)
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10
Learning Computational Grammars
In: http://staff.science.uva.nl/~erikt/papers/conll2001d.ps.gz (2001)
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11
Learning Computational Grammars
In: http://lcg-www.uia.ac.be/lcg/texts/./pdf/nerbonne.conll2001.pdf (2001)
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12
Learning computational grammars
In: http://www.cnts.ua.ac.be/papers/2001/conlld01.pdf (2001)
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13
Combining a self-organising map with memory-based learning
In: http://arxiv.org/pdf/cs/0107018v1.pdf (2001)
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14
Learning computational grammars
In: http://www.cnts.ua.ac.be/conll2001/pdf/09704ner.pdf (2001)
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15
Learning computational grammars
In: http://staff.science.uva.nl/~erikt/papers/conll2001d.pdf (2001)
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16
Named Entity Recognition with Long Short-Term Memory
In: http://acl.ldc.upenn.edu/W/W03/W03-0426.pdf
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17
Combining a self-organising map with memory-based learning
In: http://www.cnts.ua.ac.be/papers/2001/conll01a.pdf
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18
Combining a self-organising map with memory-based learning
In: http://www.cnts.ua.ac.be/conll2001/pdf/00914ham.pdf
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19
Combining a self-organising map with memory-based learning
In: http://ilps.science.uva.nl/~erikt/papers/conll2001a.pdf
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20
Learning Computational Grammars
In: http://grid.let.rug.nl/~nerbonne/papers/learning-com-gram01.pdf
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