A logical foundation of preference-based disambiguation

Abstract: "In natural language understanding, resolving ambiguity is a very important and difficult problem. A promising method for disambiguation is to use grammatical and semantical preferences and many natural language understanding systems have been built by using this method. In this paper...

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1. Verfasser: Satoh, Ken 1959- (VerfasserIn)
Format: Buch
Sprache:English
Veröffentlicht: Tokyo, Japan 1991
Schriftenreihe:Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical report 632
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490 1 |a Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical report  |v 632 
520 3 |a Abstract: "In natural language understanding, resolving ambiguity is a very important and difficult problem. A promising method for disambiguation is to use grammatical and semantical preferences and many natural language understanding systems have been built by using this method. In this paper, we give a logical foundation of such systems. We believe that the logical foundation is useful in understanding of mechanism of disambiguation in a more abstract manner and building more well-behaved systems. The idea of formalizing preference-based disambiguation is as follows. We regard first-order formulas translated from background knowledge and input sentences as axioms 
520 3 |a Then, preferences can be regarded as an order over logical interpretations of such axioms since preferences express criteria to select plausible readings of input sentences. To express such an order, we can use model-theoretical meta-language [8] which we have already used in formalizing soft constraints in scheduling and design [7]. Since we notice strong concurrence between natural language understanding and scheduling in use of preferences, we would like to show that the technique of formalizing soft constraints in scheduling can be used to give a logical foundation of resolving ambiguity by preferences. 
650 4 |a Ambiguity 
650 4 |a Natural language processing (Computer science) 
830 0 |a Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical report  |v 632  |w (DE-604)BV010923438  |9 632 
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series Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical report
series2 Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical report
spellingShingle Satoh, Ken 1959-
A logical foundation of preference-based disambiguation
Shin-Sedai-Konpyūta-Gijutsu-Kaihatsu-Kikō <Tōkyō>: ICOT technical report
Ambiguity
Natural language processing (Computer science)
title A logical foundation of preference-based disambiguation
title_auth A logical foundation of preference-based disambiguation
title_exact_search A logical foundation of preference-based disambiguation
title_full A logical foundation of preference-based disambiguation K. Satoh
title_fullStr A logical foundation of preference-based disambiguation K. Satoh
title_full_unstemmed A logical foundation of preference-based disambiguation K. Satoh
title_short A logical foundation of preference-based disambiguation
title_sort a logical foundation of preference based disambiguation
topic Ambiguity
Natural language processing (Computer science)
topic_facet Ambiguity
Natural language processing (Computer science)
volume_link (DE-604)BV010923438
work_keys_str_mv AT satohken alogicalfoundationofpreferencebaseddisambiguation