Matic Perovšek

Textflows: an open science NLP evaluation approach

Matej Martinc, Matic Perovšek, Nada Lavrač, Senja Pollak

Abstract Web-based platforms offer suitable experimental environments enabling the construction and reuse of natural language processing (NLP) pipelines. However, systematic evaluation of NLP tools in an open science web-based setting is still a challenge, as suitable experimental environments for the construction and …

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Bisociative Knowledge Discovery for Cross-domain Literature Mining

Nada Lavrač, Matjaž Juršič, Borut Sluban, Matic Perovšek et autres

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ReLDI tag+lemma+parse web service for WebLicht

Nikola Ljubešić, Matic Perovšek, Tomaž Erjavec

WebLicht (https://weblicht.sfs.uni-tuebingen.de/) registry entry for webservice comprising tokenisation, PoS tagging, lemmatisation and dependency parsing. Tool source files are available under https://github.com/clarinsi

TextFlows: A visual programming platform for text mining and natural language processing

Matic Perovšek, Janez Kranjc, Tomaž Erjavec, Bojan Cestnik et autres

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Empowering Bridging Term Discovery for Cross-Domain Literature Mining in the TextFlows Platform

Matic Perovšek, Matjaž Juršič, Bojan Cestnik, Nada Lavrač

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Wordification: Propositionalization by unfolding relational data into bags of words

Matic Perovšek, Anže Vavpetič, Janez Kranjc, Bojan Cestnik et autres

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Text mining platform for NLP workflow design, replication and reuse

Matic Perovšek, Vid Podpečan, Janez Kranjc, Tomaž Erjavec et autres

status: Accepted

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Baseline Methods for Automated Fictional Ideation

Maria Teresa Llano, Rose Hepworth, Simon Colton, Jeremy Gow et autres

The invention of fictional ideas (ideation) is often a central process in the creative production of artefacts such as poems, music and paintings, but has barely been studied in the Computational Creativity community. We present here three baseline approaches for automated fictional …

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Propositionalization Online

Nada Lavrač, Matic Perovšek, Anže Vavpetič

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A Wordification Approach to Relational Data Mining

Matic Perovšek, Anže Vavpetič, Bojan Cestnik, Nada Lavrač

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Towards Narrative Ideation via Cross-Context Link Discovery Using Banded Matrices

Matic Perovšek, Bojan Cestnik, Tanja Urbančič, Simon Colton et autres

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A Wordification Approach to Relational Data Mining: Early Results.

Matic Perovšek, Anže Vavpetič, Nada Lavrač

This paper describes a propositionalization technique called wordification. Wordification is inspired by text mining and can be seen as a transformation of a relational database into a corpus of documents. As in previous propositionalization methods, after the wordification step any propositional data …

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