[PDF] Top 20 Multilingual Information Extraction with PolyglotIE

... Information Extraction (IE) is the task of automatically extracting structured information from text (Sarawagi, 2008). Current IE approaches mostly focus on monolingual data and use language- ... See full document

... of multilingual corpora have been an object of studies and research related to natural language processing and information retrieval: parallel corpora and comparable ... See full document

... the most widespread standard used for learning objects. Among other information, keywords can be provided as part of the LOM metadata set. Providing metadata, how- ever, is a tedious activity and it is not widely ... See full document

... Relation Extraction as Sentence Classification Here, the training data consist of (1) a text corpus, and (2) a KB of seed facts with provenance, ...aggregating information from all sentences containing a ... See full document

... today’s information so- ciety, and because WCLs have been tested over- whelmingly only with the English language, we provide experiments for three different languages, namely English, French and ... See full document

... Knowledge extraction aims to convert unstruc- tured texts into structured entities, relations and ...the-art multilingual knowledge extraction system for three languages including English, Russian, ... See full document

... to multilingual text databases in technical and scientific ...Cross-Language Information Retrieval faces a major challenge: organizing unstructured textual information according to its contents and ... See full document

... present Multilingual IsA (MIsA), which is a collection of hypernymy relations in five languages ...additional information such as provenance (Gil and Groth, 2011), context of the extraction, ...the ... See full document

... Therefore, we propose a method for extracting causalities from Wikipedia by using cause and ef- fect entities that correspond to Wikipedia articles; for example, for Tobacco → Lung cancer, English Wikipedia has articles ... See full document

... sense information in the form of foreign phrases, which can be thought of as a quasi-sense annota- ...paraphrase extraction by pivoting through multiple languages while penalising senses of the input that ... See full document

... Traditionally, event extraction has focused on monolingual training – typically English (Grishman et al., 2005; Ji and Grishman, 2008; Gupta and Ji, 2009; Liao and Grishman, 2010; Liao and Grishman, 2011; Li et ... See full document

... Full-text information retrieval, providing a simple match between a search keyword and that word in the indexed texts, is quite limited when it comes to lexical ...and information retrieval technics both ... See full document

... OIE Open Information Extraction IE Information Extraction NLP Natural Language Processing POS Tagger Part-of-Speech Tagger SMS Systematic Mapping Study MRQ Main Research Question. RQ Res[r] ... See full document

... To further summarize document contents in addi- tion to named entities, we automatically extract keyterms and phrases from documents. For this, we implemented a keyterm extraction library for the 40 languages also ... See full document

... Once the user selects a particular document for viewing, the client sends the document to an appropriate i.e., English or Japanese indexing server for creating hyperlinks for the indexed[r] ... See full document

... Named Entity Recognition (NER), which is a sub- task of information extraction (Grishman, 2003), is a well-studied, yet challenging task. Vari- ous competitions have been held to evaluate qual- ity of named ... See full document

... We intend to improve its usefulness in terms of giving a fast answer by broadening the pragmatic approach and taking advantage of the relationship between students’ expectations and sources of information. In ... See full document

... Finding a definition of compoundhood that is cross-lingually valid is a non-trivial task as shown by linguistic literature. We present an iterative method for defining and extracting English noun compounds in a ... See full document

... edge, by the heterogeneity of sources and by the lack of a conceptual shared model. To face such complex scenario, ICT solutions are addressed at improving technical in- teroperability but also at achieving a consistent ... See full document

... interpersonal information extraction, which can provide effective direction information for DE mutation ...interaction information based on the ...comprehensive information in the ... See full document