[PDF] Top 20 Domain Specific Paraphrase Extraction

... data-driven paraphrase extraction algo- rithms have been developed in recent years (Madnani and Dorr, 2010; Androutsopoulos and Malakasiotis, ...learn paraphrase rules, where one phrase can be ... See full document

... terminology extraction combining a well–known automatic term recognition approach, the C–NC value method, with a contrastive ranking technique, aimed at refining obtained results either by filtering noise due to ... See full document

... The presented method features incremental lexi- cal unit extraction with interactive candidate fil- tering capability. The maximal candidate length is not imposed directly, but instead is determined by the maximal ... See full document

... Below we present the results of three experiments that best demonstrate the performance and impact of the key parameters for bilingual lexicon extraction from comparable corpora that we were testing in this ... See full document

... information extraction, while they are not generalized enough to be applied to other tasks or they have a rather small coverage, ...general paraphrase fragments extraction at the sub-sentential ... See full document

... most paraphrase extraction approaches extract equivalent sentences, sentences are an inconvenient unit for further processing, because they are too specific, and often not exact ...paraphrases. ... See full document

... tionally, we manually assessed the coverage of the TEASE acquisition algorithm and found that 63% of the distinct pairs can be potentially rec- ognized with the learned templates, assuming an ideal matcher, indicating a ... See full document

... The first method uses a morphological tagger. It is an example of the rule-based type: the analyzer contains a set of recognition rules and analysis of words in Spanish. Here only words with the tag “unknown” ... See full document

... * order of subpixel elements ||| ordine elementi subpixel.. Word Alignment Projection Options[r] ... See full document

... require specific domain exper- ...(i) paraphrase original hate content to augment the number of pairs per language, (ii) annotate hate speech sub- topics and counter-narrative types (iii) translate ... See full document

... from paraphrase to improve parsing accuracy, and retraining ...a domain specific KB (Berant and Liang, 2014) used in recent ...external paraphrase re- source are generally ...a ... See full document

... bispectrum and its variants [9–11] have demonstrated the effectiveness for the given conditions. Recently, Hilbert-Huang transform (HHT) has proven the superiority in the unique representation and descriptive ability for ... See full document

... to extraction stage of our scheme to be more likely to find a candidate sentence with cor- rect head words, figuring that the compression stage can edit the ... See full document

... for domain adap- tation is to construct a target-domain- specific labeled dataset for adapting the ...pervised domain adaptation method which only requires labels from the source do- ...a ... See full document

... poor extraction choice can make finding an accu- rate compression impossible, we should also study different methods of extraction to learn about what kinds of features are most likely to help us find good ... See full document

... tracting paraphrase patterns from bilingual paral- lel corpora is presented, while in (Callison-Burch, 2008) the quality of paraphrase extraction from par- allel corpora is improved by requiring that ... See full document

... a domain-specific sentiment lexicon, and a number of new techniques for increasing precision in sen- timent aspect extraction yields attributes that give a rich representation of the restaurant ... See full document

... Solutions to morphosyntactic, lexical and to some extent terminological variation have been proposed in the form of thesaurus lookup (Robitaille et al., 2006), morphological derivation rules (Morin & Daille, 2010), ... See full document

... To assess the ontology performance, a medical web-mining system to search the desired page has been implemented. In this system the web pages were collected from several Websites and totally 2322 web pages for medical ... See full document

... medical domain web-mining system was implemented. For domain concept extraction, a corpus was collected from several ...medical domain corpus, and 8,133 web pages as a contrastive ... See full document