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1
Development and Utility of Automatic Language Processing Technologies. Volume 2
In: DTIC (2014)
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2
Accurate Arabic Script Language/Dialect Classification
In: DTIC (2014)
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3
Method to Select Technical Terms for Glossaries in Support of Joint Task Force Operations
In: DTIC (2012)
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4
Semi-Automated Methods for Refining a Domain-Specific Terminology Base
In: DTIC (2011)
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5
Crosslingual Audio Information Retrieval Development
In: DTIC (2009)
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6
Portable Language-Independent Adaptive Translation from OCR. Phase 1
In: DTIC (2009)
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7
Improving Information Extraction and Translation Using Component Interactions
In: DTIC (2008)
Abstract: The traditional natural language processing (NLP) pipeline incorporates multiple stages of linguistic analysis. Although errors are typically compounded through the pipeline, it is possible to reduce the errors in one stage by harnessing the results of the other stages. This thesis presents a new framework based on component interactions to approach this goal. The new framework applies all stages in a suitable order, with each stage generating multiple hypotheses and propagating them through the whole pipeline. The feedback from subsequent stages is then used to enhance the target stage by re-ranking these hypotheses and producing the best analysis. The effectiveness of this framework has been demonstrated by substantially improving the performance of Chinese and English entity extraction and Chinese-to-English entity translation. The inference knowledge includes monolingual interactions among information extraction stages such as name tagging, coreference resolution, relation extraction, and event extraction, as well as cross-lingual interaction between information extraction and machine translation. Such symbiosis of analysis components allows the author to incorporate information from a much wider context, spanning the entire document and even going across documents, and to utilize deeper semantic analysis. It will therefore be essential for the creation of a high-performance NLP pipeline.
Keyword: *COMPONENT INTERACTIONS; *EXTRACTION; *INFORMATION EXTRACTION; *INFORMATION PROCESSING; *INTERACTIONS; *MACHINE TRANSLATION; *NATURAL LANGUAGE; *NATURAL LANGUAGE PROCESSING; ALGORITHMS; CHINESE LANGUAGE; COREFERENCE RESOLUTION; CROSS-LINGUAL INTERACTIONS; CROSS-STAGE INTERACTIONS; ENGLISH LANGUAGE; ENTITY DETECTION; ENTITY EXTRACTION; ENTITY RECOGNITION; ENTITY TRANSLATION; ERROR ANALYSIS; EVENT RECOGNITION; HYPOTHESES; INFORMATION RETRIEVAL; Information Science; Linguistics; MENTION DETECTION; MONOLINGUAL INTERACTIONS; MONOLITHIC FRAMEWORKS; MULTIPLE HYPOTHESIS PROPAGATION; NAME TAGGING; PARSERS; PIPELINES; RANKING; RANKING ALGORITHMS; RECOGNITION; RELATION DETECTION; SEMANTICS; SEQUENTIAL FRAMEWORKS; THESES
URL: http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA477326
http://www.dtic.mil/docs/citations/ADA477326
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8
Portable Language-Independent Adaptive Translation from OCR
In: DTIC (2008)
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9
Portable Language-Independent Adaptive Translation From OCR
In: DTIC (2008)
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10
Coordinació docent per al desenvolupament de la competència documental dels traductors
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11
IBM's Statistical Question Answering System - TREC-11
In: DTIC (2006)
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12
TREC-9 Cross Language, Web and Question-Answering Track Experiments Using PIRCS
In: DTIC (2006)
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13
Aspects of Sentence Retrieval
In: DTIC (2006)
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14
English-Chinese Cross-Language IR Using Bilingual Dictionaries
In: DTIC (2006)
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15
English-German Cross-Language Retrieval for the GIRT Collection - Exploiting a Multilingual Thesaurus
In: DTIC (2006)
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16
The MiTAP System for Monitoring Reports of Disease Outbreak
In: DTIC (2006)
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17
Combining Evidence from Homologous Datasets
In: DTIC (2006)
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18
English-Chinese Information Retrieval at IBM
In: DTIC (2006)
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19
Use of Minimal Lexical Conceptual Structures for Single-Document Summarization
In: DTIC (2004)
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20
Symbolic MT With Statistical NLP Components
In: DTIC (2004)
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