Gintarė Grigonytė

Also published as: Gintare Grigonyte, Gintarė Grigonyte


2018

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Identifying Speakers and Addressees in Dialogues Extracted from Literary Fiction
Adam Ek | Mats Wirén | Robert Östling | Kristina N. Björkenstam | Gintarė Grigonytė | Sofia Gustafson Capková
Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018)

2017

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Proceedings of the joint workshop on NLP for Computer Assisted Language Learning and NLP for Language Acquisition
Elena Volodina | Gintarė Grigonytė | Ildikó Pilán | Kristina Nilsson Björkenstam | Lars Borin
Proceedings of the joint workshop on NLP for Computer Assisted Language Learning and NLP for Language Acquisition

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Neural Networks and Spelling Features for Native Language Identification
Johannes Bjerva | Gintarė Grigonytė | Robert Östling | Barbara Plank
Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications

We present the RUG-SU team’s submission at the Native Language Identification Shared Task 2017. We combine several approaches into an ensemble, based on spelling error features, a simple neural network using word representations, a deep residual network using word and character features, and a system based on a recurrent neural network. Our best system is an ensemble of neural networks, reaching an F1 score of 0.8323. Although our system is not the highest ranking one, we do outperform the baseline by far.

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Transparent text quality assessment with convolutional neural networks
Robert Östling | Gintare Grigonyte
Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications

We present a very simple model for text quality assessment based on a deep convolutional neural network, where the only supervision required is one corpus of user-generated text of varying quality, and one contrasting text corpus of consistently high quality. Our model is able to provide local quality assessments in different parts of a text, which allows visual feedback about where potentially problematic parts of the text are located, as well as a way to evaluate which textual features are captured by our model. We evaluate our method on two corpora: a large corpus of manually graded student essays and a longitudinal corpus of language learner written production, and find that the text quality metric learned by our model is a fairly strong predictor of both essay grade and learner proficiency level.

2016

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Longitudinal Studies of Variation Sets in Child-directed Speech
Mats Wirén | Kristina Nilsson Björkenstam | Gintarė Grigonytė | Elisabet Eir Cortes
Proceedings of the 7th Workshop on Cognitive Aspects of Computational Language Learning

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Proceedings of the joint workshop on NLP for Computer Assisted Language Learning and NLP for Language Acquisition
Elena Volodina | Gintarė Grigonytė | Ildikó Pilán | Kristina Nilsson Björkenstam | Lars Borin
Proceedings of the joint workshop on NLP for Computer Assisted Language Learning and NLP for Language Acquisition

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Language-independent exploration of repetition and variation in longitudinal child-directed speech: A tool and resources
Gintarė Grigonytė | Kristina Nilsson Björkenstam
Proceedings of the joint workshop on NLP for Computer Assisted Language Learning and NLP for Language Acquisition

2014

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Automatic Detection of Multilingual Dictionaries on the Web
Gintarė Grigonytė | Timothy Baldwin
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)

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Improving Readability of Swedish Electronic Health Records through Lexical Simplification: First Results
Gintarė Grigonyte | Maria Kvist | Sumithra Velupillai | Mats Wirén
Proceedings of the 3rd Workshop on Predicting and Improving Text Readability for Target Reader Populations (PITR)

2013

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UZH in BioNLP 2013
Gerold Schneider | Simon Clematide | Tilia Ellendorff | Don Tuggener | Fabio Rinaldi | Gintarė Grigonytė
Proceedings of the BioNLP Shared Task 2013 Workshop

2011

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Experiments on Lithuanian Term Extraction
Gintarė Grigonytė | Erika Rimkutė | Andrius Utka | Loic Boizou
Proceedings of the 18th Nordic Conference of Computational Linguistics (NODALIDA 2011)

2010

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Paraphrase Alignment for Synonym Evidence Discovery
Gintarė Grigonytė | João Paulo Cordeiro | Gaël Dias | Rumen Moraliyski | Pavel Brazdil
Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010)