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Spanish Language Processing at University of Maryland: Building Infrastructure for Multilingual Applications
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In: DTIC (2001)
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43 |
Improved Cross-Language Retrieval using Backoff Translation
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In: DTIC (2001)
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44 |
Lexical Resource Integration Across the Syntax-Semantics Interface
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In: DTIC (2001)
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45 |
Rapidly Retargetable Interactive Translingual Retrieval
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In: DTIC (2001)
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46 |
Lexical Resource Integration across the Syntax-Semantics Interface
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Mapping Lexical Entries in a Verbs Database to WordNet Senses
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Abstract:
This paper describes automatic techniques for mapping 9611 entries in a database of English verbs to WordNet senses. The verbs were initially grouped into 491 classes based on syntactic categories. Mapping these classified verbs into WordNet senses provides a resource that may be used for disambiguation in multilingual applications such as machine translation and cross-language information retrieval. Our techniques make use of (1) a training set of 1791 disambiguated entries, representing 1442 verb entries from 167 of the categories; (2) word sense probabilities based on frequency counts in a previously tagged corpus; (3) semantic similarity of WordNet senses for verbs within the same class; (4) probabilistic correlations between WordNet data and attributes of the verb classes. The best results achieved 72% precision and 58% recall, versus a lower bound of 62% precision and 38% recall for assigning the most frequently occurring WordNet sense, and an upper bound of 87% precision and 75% recall for human judgment. (Cross-referenced as UMIACS-TR-2001-18) (Cross-referenced as LAMP-TR-068)
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URL: http://hdl.handle.net/1903/1126
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Parallel Strands: A Preliminary Investigation into Mining the Web for Bilingual Text ...
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The Bible, Truth, and Multilingual OCR Evaluation
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In: DTIC (1998)
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Parallel Strands: A Preliminary Investigation into Mining the Web for Bilingual Text
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From Research to commercial applications : making NLP work in practice ; proceedings of a workshop sponsored by the Association for Computational linguistics ; [held on July 12,1997 at the Univ. Nacionale de Education a Distancia in Madrid, Spain]
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BLLDB
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UB Frankfurt Linguistik
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