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Knowledge Engineering in the Long Game of Artificial Intelligence: The Case of Speech Acts ...
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2
Reference Advice for Word Sense Disambiguation
Johnson, Benjamin Luke. - : University of Maryland, Baltimore County (UMBC), 2013
In: Johnson_umbc_0434D_10936.pdf (2013)
Abstract: Much of the world's knowledge is encoded in natural language. Accessing this information would be invaluable for applications such as agent systems, question answering, the semantic web, expert systems, and many more. However, language is very ambiguous -- each word in a natural language utterance can have a variety of meanings. Word sense disambiguation is the task of determining the dictionary (or lexical) sense of each word in a context. Knowing which sense a word represents allows us to ascertain its meaning. In this work, we introduce a new resource for WSD processing: reference advice. Reference advice uses reference resolution methods to infer potential meanings of referring expressions, such as 'he', 'she,' 'this,' 'it' and many more. We present a method for creating reference advice, and incorporating that advice into WSD processing. We also develop several system configurations which act as points of comparison for evaluation. Lastly, we discuss the impact of the success of reference advice in supporting WSD processing. We explore a shift away from pipeline text processing architectures, wherein each processing component feeds its results downstream until a final processing component presents a solution. We discuss how our system represents a step toward text processing architectures where each processing component is able to provide input to many other processing components, not just those components that are rigidly positioned downstream.
Keyword: Anaphora Resolution; NLP; NLU; Reference Resolution; Word sense disambiguation
URL: http://server16629.contentdm.oclc.org/u?/ETD,24903
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3
Learning By Reading: Automatic Knowledge Extraction through Semantic Analysis
English, Jesse Cole. - : University of Maryland, Baltimore County (UMBC), 2010
In: English_umbc_0434D_10319.pdf (2010)
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4
Language engineering for lesser-studied languages
Nirenburg, Sergei (Hrsg.). - Amsterdam [u.a.] : IOS Press, 2009
UB Frankfurt Linguistik
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5
Using Automatic Word Sense Generation to generate a Semantic Lexicon
pfeifer, Craig. - : University of Maryland, Baltimore County (UMBC), 2008
In: umi-umbc-1277.pdf (2008)
BASE
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6
Homer, the author of "The Iliad" and the computational-linguistic turn
In: Words and intelligence ; 2. Essays in honor of Yorick Wilks. - Dordrecht : Springer (2007), 159-193
BLLDB
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7
Using a Natural Language Understanding System to Generate Semantic Web Content ...
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8
Using a Natural Language Understanding System to Generate Semantic Web Content ...
Java, Akshay; Nirenburg, Sergei; McShane, Marjorie. - : My University, 2006
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9
Semantics-based resolution of fragments and underspecified structures
In: Traitement automatique des langues. - Saint-Cloud : ATALA 46 (2005) 1, 163-184
BLLDB
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10
Ontological semantics
Nirenburg, Sergei; Raskin, Victor. - Cambridge, Mass. [u.a.] : MIT Press, 2004
BLLDB
UB Frankfurt Linguistik
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11
Mood and modality : out of theory and into the fray
In: Natural language engineering. - Cambridge : Cambridge University Press 10 (2004) 1, 57-89
BLLDB
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12
An NLP Lexicon as a Largely Language-Independent Resource
In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 19 (2004) 2, 139-174
OLC Linguistik
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13
Readings in machine translation
Booth, Andrew D. (Mitarb.); Rhodes, Ida (Mitarb.); Sadler, Victor (Mitarb.). - Cambridge, Mass. [u.a.] : MIT Press, 2003
BLLDB
UB Frankfurt Linguistik
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14
Parameterizing and eliciting text elements across languages for use in natural language processing systems
In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 18 (2003) 2, 129-165
BLLDB
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15
Parameterizing and Eliciting Text Elements across Languages for Use in Natural Language Processing Systems
In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 18 (2003) 2, 129-166
OLC Linguistik
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16
Treatment of meaning in MT Systems
In: Readings in machine translation (Cambridge, MA, 2003), p. 281-293
MPI für Psycholinguistik
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17
Readings in machine translation
Nirenburg, Sergei; Somers, Harold L.; Wilks, Yorick. - Cambridge, MA : MIT Press, 2003
MPI für Psycholinguistik
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18
Introduction
In: Readings in machine translation (Cambridge, MA, 2003), p. 3-12
MPI für Psycholinguistik
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19
Embedded MT systems, part 3 : elicitation MT
Voss, Clare (Hrsg.); Ess-Dykema, Carol van (Hrsg.); Probst, Katharina (Mitarb.)...
In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 17 (2002) 3, 245-319
BLLDB
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20
Embedding Knowledge Elicitation and MT Systems within a Single Architecture
In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 17 (2002) 4, 271-306
OLC Linguistik
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