Testuen analisia

Aditza+izena Unitate Fraseologikoak gaztelaniatik euskarara: azterketa eta tratamendu konputazionala // Verb+Noun Multiword Expressions: A linguistic analysis for identification and translation

Unitate Fraseologikoak (UFak) hizkuntzek bere-bereak dituzten hitz-konbinazio idiomatikoak dira. Hizkuntzaren Prozesamenduko (HPko) tresnek kalitatezko emaitzak izan ditzaten, beharrezkoa da halakoak ondo tratatzea, baina lan horrek hainbat zailtasun ditu; besteak beste, hitzez hitzeko itzulgarritasun eza. Tesi-lan honetan, aditza+izena motako UFen azterketa linguistiko bat egin dugu, halakoek HPren alorrean sortzen dituzten bi arazo garrantzitsuri aurre egiten laguntzeko: batetik, corpusetan UFak automatikoki identifikatzeari, eta bestetik, UF horiek gaztelaniaren eta euskararen

Measuring diachronic language distance using perplexity. Application to English, Portuguese and Spanish.

The objective of this work is to set a corpus-driven methodology to quantify automatically diachronic language distance between chronological periods of several languages. We apply a perplexity-based measure to written text representing different historical periods of three languages: European English, European Portuguese and European Spanish. For this purpose, we have built historical corpora for each period, which have been compiled from different open corpus sources containing texts as close as possible to its original spelling. The results of our experiments show that a diachronic

Towards a top-down approach for an automatic discourse analysis for Basque: Segmentation and Central Unit detection tool

Lately, discourse structure has received considerable attention due to the benefits carried out by its application in several NLP task such as opinion mining, summarization, question answering, text simplification, among others.

BigKnowledge for Text Mining.

BigKnowledge proiektuak ingeles, gaztelania, katalan, euskara eta galizierazko testuak prozesatzeko ikasketa sakonean oinarritutako sistemak garatu eta ebaluatuko ditu, Big Data prozesatzeko teknikak erabiliz. Hauek dira proiektuaren helburu nagusiak: - Transferitzia bidezko ikasketa teknikak garatzea, errepresentazio jarraitu eleaniztunen bidez ezagumendua hizkuntza batetik bestera pasatzkeo, edo domeinu batetik bestera pasatzeko. - Tamaina handiko ezagutza-base eleaniztunak eta neurona-sare sakonak aprobetxatzea elkar aberastu eta hobetzeko.

Large Scale Linguistic Processing of Tweets to Understand Social Interactions among Speakers of Less Resourced Languages: The Basque Case

Social networks like Twitter are increasingly important in the creation of new ways of communication. They have also become useful tools for social and linguistic research due to the massive amounts of public textual data available. This is particularly important for less resourced languages, as it allows to apply current natural language processing techniques to large amounts of unstructured data. In this work, we study the linguistic and social aspects of young and adult people’s behaviour based on their tweets’ contents and the social relations that arise from them.

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