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1
Lexical Link Analysis for the Haiti Earthquake Relief Operation Using Open Data Sources
In: DTIC (2011)
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2
Incremental Syntactic Language Models for Phrase-Based Translation
In: DTIC (2011)
Abstract: This paper describes a novel technique for incorporating syntactic knowledge into phrase-based machine translation through incremental syntactic parsing. Bottom-up and top-down parsers typically require a completed string as input. This requirement makes it difficult to incorporate them into phrase-based translation, which generates partial hypothesized translations from left-to-right. Incremental syntactic language models score sentences in a similar left-to-right fashion, and are therefore a good mechanism for incorporating syntax into phrase-based translation. We give a formal definition of one such linear-time syntactic language model, detail its relation to phrase-based decoding, and integrate the model with the Moses phrase-based translation system. We present empirical results on a constrained Urdu-English translation task that demonstrate a significant BLEU score improvement and a large decrease in perplexity. ; Presented at the Annual Meeting of the Association for Computational Linguistics (49th) held in Portland, Oregon, on June 19-24, 2011. Published in the Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, p620-631, June 2011. Sponsored in part by the National Science Foundation.
Keyword: *INCREMENTAL SYNTACTIC PARSING; *LEARNING MACHINES; *MACHINE TRANSLATION; *MARKOV PROCESSES; *PARSERS; *PHRASE-BASED MACHINE TRANSLATION; *STATISTICAL ANALYSIS; *STATISTICAL MACHINE TRANSLATION; *SYNTAX; CONTEXT FREE GRAMMARS; Cybernetics; DECODING; ENGLISH LANGUAGE; GRAMMATICAL CORRECTNESS; GRAPHS; HIERARCHICAL HIDDEN MARKOV MODELS; HIERARCHIES; INCREMENTAL PARSERS; INCREMENTAL SYNTACTIC LANGUAGE MODELS; Linguistics; PCFG(PROBABILISTIC CONTEXT-FREE GRAMMAR); Statistics and Probability; SYMPOSIA; URDU LANGUAGE; WORDS(LANGUAGE)
URL: http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA558560
http://www.dtic.mil/docs/citations/ADA558560
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3
Feasibility of Leveraging Crowd Sourcing for the Creation of a Large Scale Annotated Resource for Hindi English Code Switched Data: A Pilot Annotation
In: DTIC (2011)
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4
Segregation of Whispered Speech Interleaved with Noise or Speech Maskers
In: DTIC (2011)
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5
Active Authentication: Beyond Passwords
In: DTIC (2011)
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6
The SRI NIST 2010 Speaker Recognition Evaluation System (PREPRINT)
In: DTIC (2011)
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7
Trends in Human-Computer Interaction to Support Future Intelligence Analysis Capabilities
In: DTIC (2011)
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8
An Intelligence Process Model Based on a Collaborative Approach
In: DTIC (2011)
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9
Entity List Completion Using Set Expansion Techniques
In: DTIC (2011)
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10
A Smarter Common Operational Picture: The Application of Abstraction Hierarchies to Naval Command and Control
In: DTIC (2011)
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11
Semantic Analysis of Military Relevant Texts for Intelligence Purposes
In: DTIC (2011)
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12
Multilingual Content Extraction Extended with Background Knowledge for Military Intelligence
In: DTIC (2011)
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