[PDF] Top 20 Pattern based Word Sketches for the Extraction of Semantic Relations
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Pattern based Word Sketches for the Extraction of Semantic Relations
... In the development of our sketch grammars (a total of 56), we have considered different issues that are specific to each relation. For instance, there are certain patterns that always take the same form and order (e.g. ... See full document
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Comparison of the Baseline Knowledge , Corpus , and Web based Similarity Measures for Semantic Relations Extraction
... for semantic relations extraction is based on the lexico-syntactic patterns which are constructed either manually (Hearst, 1992) or semi- automatically (Snow et ...relation ... See full document
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Automatic extraction of semantic relations between medical entities: a rule based approach
... extract semantic relations between medical entities, with an empirical study on the “ treatment ” ...target relations, we then design linguistic patterns based on selected sentences from ... See full document
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Unsupervised extraction of semantic relations (Extraction non supervisée de relations sémantiques lexicales) [in French]
... de relations discursives (rhétoriques), nous pensons utile de constituer cette ressource lexicale comme un intermédiaire intéressant d’autres tâches de nature ...plusieures relations discursives ; ces ... See full document
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Extraction of Entailed Semantic Relations Through Syntax-Based Comma Resolution
... generated relations by applying the STRs on the test set ...the relations, without accounting for the comma type of the STR that was used to generate ...any relations in our annotation scheme, we use ... See full document
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Unsupervised extraction of semantic relations using discourse cues
... the semantic relations they suggest is infeasible, so we present here an automatic method for compiling such a list, inspired by the Verbocean project (Chklovski and Pantel, ... See full document
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Automatic Extraction of Semantic Relations from Specialized Corpora
... Microsoft Word paper corrected08 doc ? ? $XWRPDWLF?([WUDFWLRQ?RI?6HPDQWLF?5HODWLRQV?IURP?6SHFLDOL]HG?&RUSRUD? $ULVWRPHQLV?7KDQRSRXORV??1LNRV?)DNRWDNLV?DQG?*HRUJH? RNNLQDNLV?? LUH?&RPPXQLFDWLRQV?/DERUD[.] ... See full document
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Extraction of Disease Treatment Semantic Relations from Biomedical Sentences
... In addition to the UMLS knowledge base, NLM created a set of tools that allow easier ac- cess to the useful information. MetaMap 8 is a tool created by NLM that maps free text to medi- cal concepts in the UMLS, or ... See full document
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Relation Acquisition using Word Classes and Partial Patterns
... on extraction patterns (e.g. “X causes Y” for causal relations) but instead learns a combi- nation of indirect evidence for the target re- lation — semantic word classes and partial ...of ... See full document
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Evaluating semantic relations in neural word embeddings with biomedical and general domain knowledge bases
... of word representations. In the past few years, neural-network- based distributional representations of words such as word embeddings have been shown effective in capturing fine-grained ... See full document
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Using Graphs for Word Embedding with Enhanced Semantic Relations
... and semantic relations, con- textual overlap, ...the word order in the input ...2009), word sense disambiguation (Agirre and Soroa, 2009), and keyword extraction (Litvak and Last, ... See full document
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Semantic Information Extraction for Improved Word Embeddings
... Although Roman political authority in the West was lost, Roman culture would last in most parts of the former Western provinces into the 6th century and beyond. In this example sentence, the token “parts” does not seem ... See full document
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Using Syntactic and Semantic based Relations for Dialogue Act Recognition
... are based on syntactic and semantic ...information extraction component that delivers the relations embedded in the actual utterance (Xu et ... See full document
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Analogy based detection of morphological and semantic relations with word embeddings: what works and what doesn’t
... linguistic relations with vector offset method in word ...and semantic relations (99,200 questions in ...lexicographic relations remain a major challenge. Our best-performing ... See full document
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The Domain Restriction Hypothesis: Relating Term Similarity and Semantic Consistency
... Irrelevant relations. These are valid relations that are not of interest in the domain at ...Irrelevant relations are ubiquitous, and affect ontol- ogy reliability, if used to populate it, as the ... See full document
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Extraction of Semantic Word Relations in Turkish from Dictionary Definitions
... the extraction of semantic connections between ...at semantic level is likely to improve the performance of Natural Language Processing (NLP) systems, such as text categorization, question answering, ... See full document
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Ensemble Semantics for Large scale Unsupervised Relation Extraction
... B relations as follows: We randomly sampled 178 Type B relations, which contain 1547 Type A relations and more than 100,000 ...bad based on whether it expresses the same rela- ...A ... See full document
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Semantic pattern learning through maximum entropy based WSD technique
... these semantic patterns, it is necessary to count on different ...each word. Finally, with the parsing and the cor- rect sense of each word, the pattern extraction method will form and ... See full document
7
Embedding Semantic Relations into Word Representations
... the semantic relations that exist between those two ...lexical pattern X is a large Y, where slot variables X and Y correspond to the two words between which the relation ...the semantic rela- ... See full document
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Hindi Word Sketches
... Corpora are playing an increasing role in all kinds of language research as well as in language learning, lexicography, translation, literary stud- ies and discourse analysis. The requirements are, firstly, a suitable ... See full document
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