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Hits 1 – 9 of 9
1
Industry watch
Dale, Robert
In:
Natural language engineering. - Cambridge : Cambridge University Press
13 (2007) 3, 283-286
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2
Industry Watch: Is 2007 the Year of Question-Answering?
Dale, Robert
In:
Natural language engineering. - Cambridge : Cambridge University Press
13 (2007) 1, 91
OLC Linguistik
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3
Handling conjunctions in named entities
Mazur, Pawel
;
Dale, Robert
In:
Lingvisticae investigationes. - Amsterdam : Benjamins
30 (2007) 1, 49-68
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4
Handling conjunctions in named entities
Dale, Robert
;
Mazur, Pawel
. - : Berlin : Springer, 2007
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5
Handling conjunctions in named entities
Mazur, Pawel
;
Dale, Robert
. - : John Benjamins Publishing Company, 2007
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6
A supervised machine learning approach to conjunction disambiguation in named entities
Mazur, Pawel
;
Dale, Robert
. - : Hyderabad, India : IJCAI-07 Workshop on Analytics for Noisy Unstructured Text Data (AND-07), 2007
Abstract:
Although the literature contains reports of very high accuracy figures for the recognition of named entities in text, there are still some named entity phenomena that remain problematic for existing text processing systems. One of these is the ambiguity of conjunctions in candidate named entity strings, an all-too-prevalent problem in corporate and legal documents. In this paper, we distinguish four uses of the conjunction in these strings, and explore the use of a supervised machine learning approach to conjunction disambiguation trained on a very limited set of 'name internal' features that avoids the need for expensive lexical or semantic resources. We achieve 84% correctly classified examples using k-fold evaluation on a data set of 600 instances. We argue that further improvements are likely to require the use of wider domain knowledge and name external features. ; 8 page(s)
Keyword:
080100 Artificial Intelligence and Image Processing
URL:
http://hdl.handle.net/1959.14/1246493
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7
GLEU : Automatic evaluation of sentence-level fluency
Mutton, Andrew
;
Dras, Mark
;
Wan, Stephen
. - : Stroudsburg, PA : Association for Computational Linguistics (ACL), 2007
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8
Global revision in summarisation : generating novel sentences with Prim's algorithm
Wan, Stephen
;
Dale, Robert
;
Dras, Mark
. - : Melbourne, Australia : Pacific Association for Computational Linguistics, 2007
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9
The Semantic representation of temporal expressions in text
Dale, Robert
;
Mazur, Pawel
. - : Berlin, 2007. : New York : Springer-Verlag, 2007
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