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1
Modeling Syntax for Parsing and Translation
In: DTIC (2003)
Abstract: Syntactic structure is an important component of natural language utterances, for both form and content. Therefore, a variety of applications can benefit from the integration of syntax into their statistical models of language. In this thesis, two new syntax-based models are presented, along with their training algorithms: a monolingual generative model of sentence structure, and a model of the relationship between the structure of a sentence in one language and the structure of its translation into another language. After these models are trained and tested on the respective tasks of monolingual parsing and word-level bilingual corpus alignment, they are demonstrated in two additional applications. First, a new statistical parser is automatically induced for a language in which none was available, using a bilingual corpus. Second, a statistical translation system is augmented with syntax-based models. Thus the contributions of this thesis include: a statistical parsing system; a bilingual parsing system, which infers a structural relationship between two languages using a bilingual corpus; a method for automatically building a parser for a language where no parser is available; and a translation model that incorporates phrase structure. ; Sponsored in part by National Science Foundation (NSF), grant no. IIS-0312814.
Keyword: *MODELS; *PARSERS; *SYNTAX; *TRANSLATIONS; ALGORITHMS; BILINGUAL PARSING; Linguistics; NATURAL LANGUAGE; STATISTICAL PARSING; STATISTICAL PROCESSES; Statistics and Probability; THESES
URL: http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA461133
http://www.dtic.mil/docs/citations/ADA461133
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2
Efficient Algorithms for Speech Recognition.
In: DTIC AND NTIS (1996)
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3
Adaptive Statistical Language Modeling; A Maximum Entropy Approach
In: DTIC AND NTIS (1994)
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4
Dialog Structure and Plan Recognition in Spontaneous Spoken Dialog
In: DTIC AND NTIS (1993)
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5
Portable Parallel Ray Tracing Algorithms
In: DTIC AND NTIS (1993)
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6
A Calculus for Inheritance in Monotonic Semantic Nets.
In: DTIC AND NTIS (1987)
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7
A Post-Processing Algorithm for Time Domain Pitch Trackers.
In: DTIC AND NTIS (1983)
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8
Effect of Reference Set Selection on Speaker Dependent Speech Recognition. Frame Compression in Isolated Word Recognition
In: DTIC AND NTIS (1981)
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9
Minimizing Computational Cost for Dynamic Programming Algorithms
In: DTIC AND NTIS (1981)
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10
Anaphora for Limited Domain Systems
In: DTIC AND NTIS (1981)
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11
Speech Understanding Systems. Summary of Results of the Five-Year Research Effort at Carnegie-Mellon University
In: DTIC AND NTIS (1977)
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12
Mechanical Theorem Proving and Artificial Intelligence Languages
In: DTIC AND NTIS (1977)
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13
Word Hypothesization for Large-Vocabulary Speech Understanding Systems.
In: DTIC AND NTIS (1977)
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14
Knowledge Acquisition from Structural Descriptions
In: DTIC AND NTIS (1976)
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15
Segmentation and Labeling of Speech: A Comparative Performance Evaluation
In: DTIC AND NTIS (1975)
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16
Computer-Science Research Review 1971-1972.
In: DTIC AND NTIS (1972)
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17
AN EFFICIENT CONTEXT-FREE PARSING ALGORITHM
In: DTIC AND NTIS (1968)
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18
MORPHOLOGY OF THE NEVADA CATTLEBRANDS AND THEIR BLAZONS, PART TWO
In: DTIC AND NTIS (1967)
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19
AN N2-RECOGNIZER FOR CONTEXT FREE GRAMMARS
In: DTIC AND NTIS (1967)
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