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Hits 1 – 20 of 57
1
Knowledge Engineering in the Long Game of Artificial Intelligence: The Case of Speech Acts ...
McShane, Marjorie
;
English, Jesse
;
Nirenburg, Sergei
. - : arXiv, 2022
BASE
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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)
BASE
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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)
Abstract:
To support rich semantic analysis of text, traditional natural language processing tools require access to a cache of static knowledge with both broad coverage and deep meaning. Acquiring this knowledge by hand is so expensive and error-prone, it has been dubbed the knowledge acquisition bottleneck. In this work, we present a method for reducing the impact of this bottleneck by automating the knowledge acquisition task using the novel approach of bootstrapping a machine learner with a fully-realized semantic analysis engine, creating a life-long learner. We present an overview of our learner: a system that automatically produces lexical and ontological knowledge resources by building a corpus of raw texts from the web, semantically analyzing them to the best ability of the existing engine, and extracting the word meanings. We expand on this overview by presenting a series of experiments in chronological order, each evolving on the previous one as we explore the possibilities presented by our methodology. Finally, we explore a series of improvements to our system: we discuss a variety of changes to individual components, as well as complete methodological shifts. These discussions will set the stage for the next round of interesting experiments in pursuit of a fully automatic language learner.
Keyword:
language learning; machine learning; nlp
URL:
http://server16629.contentdm.oclc.org/u?/ETD,24347
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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
Nirenburg, Sergei
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 ...
Java, Akshay
;
Nirenburg, Sergei
;
McShane, Marjorie
. - : IGI Global, 2007
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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
BASE
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9
Semantics-based resolution of fragments and underspecified structures
McShane, Marjorie Joan
;
Nirenburg, Sergei
;
Beale, Stephen
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
McShane, Marjorie
;
Nirenburg, Sergei
;
Zacharski, Ron
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
Mcshane, Marjorie
;
Nirenburg, Sergei
;
Beale, Stephen
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
McShane, Marjorie
;
Nirenburg, Sergei
In:
Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media
18 (2003) 2, 129-165
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15
Parameterizing and Eliciting Text Elements across Languages for Use in Natural Language Processing Systems
Mcshane, Marjorie
;
Nirenburg, Sergei
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
Nirenburg, Sergei
;
Goodman, Kenneth
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
Nirenburg, Sergei
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
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20
Embedding Knowledge Elicitation and MT Systems within a Single Architecture
Mcshane, Marjorie
;
Nirenburg, Sergei
;
Cowie, James
...
In:
Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media
17 (2002) 4, 271-306
OLC Linguistik
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