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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 12 of 12 1 A Uniform Approach to Analogies, Synonyms, Antonyms, and Associations Turney, Peter D.. - 2008 Abstract: Recognizing analogies, synonyms, antonyms, and associations appear to be four distinct tasks, requiring distinct NLP algorithms. In the past, the four tasks have been treated independently, using a wide variety of algorithms. These four semantic classes, however, are a tiny sample of the full range of semantic phenomena, and we cannot afford to create ad hoc algorithms for each semantic phenomenon; we need to seek a unified approach. We propose to subsume a broad range of phenomena under analogies. To limit the scope of this paper, we restrict our attention to the subsumption of synonyms, antonyms, and associations. We introduce a supervised corpus-based machine learning algorithm for classifying analogous word pairs, and we show that it can solve multiple-choice SAT analogy questions, TOEFL synonym questions, ESL synonym-antonym questions, and similar-associated-both questions from cognitive psychology. Keyword: Artificial Intelligence; Computational Linguistics; Language; Machine Learning; Semantics URL: http://cogprints.org/6181/ BASE Hide details 2 The Latent Relation Mapping Engine: Algorithm and Experiments [<Journal>] Turney, Peter D.. - : AI Access Foundation BASE Show details 3 Empirical Evaluation of Four Tensor Decomposition Algorithms Turney, Peter D.. - 2007 BASE Show details 4 Expressing Implicit Semantic Relations without Supervision Turney, Peter D.. - 2006 BASE Show details 5 Similarity of Semantic Relations [<Journal>] Turney, Peter D. BASE Show details 6 Corpus-based Learning of Analogies and Semantic Relations [<Journal>] Littman, Michael L.; Turney, Peter D.. - : Springer BASE Show details 7 Measuring Semantic Similarity by Latent Relational Analysis Turney, Peter D.. - 2005 BASE Show details 8 Word Sense Disambiguation by Web Mining for Word Co-occurrence Probabilities Turney, Peter D.. - 2004 BASE Show details 9 Combining Independent Modules in Lexical Multiple-Choice Problems Turney, Peter D.; Littman, Michael L.; Bigham, Jeffrey. - : John Benjamins, 2004 BASE Show details 10 Human-Level Performance on Word Analogy Questions by Latent Relational Analysis Turney, Peter D.. - 2004 BASE Show details 11 Unsupervised Learning of Semantic Orientation from a Hundred-Billion-Word Corpus Turney, Peter D.; Littman, Michael L.. - 2002 BASE Show details 12 Thumbs up or thumbs down? Semantic orientation applied to unsupervised classification of reviews Turney, Peter D.. - 2002 BASE Show details

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