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05/18/2023
Silver Syntax Pre-training for Cross-Domain Relation Extraction
Relation Extraction (RE) remains a challenging task, especially when con...
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05/18/2023
Multi-CrossRE A Multi-Lingual Multi-Domain Dataset for Relation Extraction
Most research in Relation Extraction (RE) involves the English language,...
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11/21/2022
Identifying gender bias in blockbuster movies through the lens of machine learning
The problem of gender bias is highly prevalent and well known. In this p...
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04/22/2022
Out-of-Domain Evaluation of Finnish Dependency Parsing
The prevailing practice in the academia is to evaluate the model perform...
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12/09/2021
Semantic Search as Extractive Paraphrase Span Detection
In this paper, we approach the problem of semantic search by framing the...
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08/31/2021
Explaining Classes through Word Attribution
In recent years, several methods have been proposed for explaining indiv...
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08/17/2021
Annotation Guidelines for the Turku Paraphrase Corpus
This document describes the annotation guidelines used to construct the ...
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05/06/2021
Quantitative Evaluation of Alternative Translations in a Corpus of Highly Dissimilar Finnish Paraphrases
In this paper, we present a quantitative evaluation of differences betwe...
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04/23/2021
Deep learning for sentence clustering in essay grading support
Essays as a form of assessment test student knowledge on a deeper level ...
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03/24/2021
Finnish Paraphrase Corpus
In this paper, we introduce the first fully manually annotated paraphras...
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10/22/2020
Towards Fully Bilingual Deep Language Modeling
Language models based on deep neural networks have facilitated great adv...
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06/02/2020
WikiBERT models: deep transfer learning for many languages
Deep neural language models such as BERT have enabled substantial recent...
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04/22/2020
Universal Dependencies v2: An Evergrowing Multilingual Treebank Collection
Universal Dependencies is an open community effort to create cross-lingu...
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12/15/2019
Multilingual is not enough: BERT for Finnish
Deep learning-based language models pretrained on large unannotated text...
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12/02/2019
Morphological Tagging and Lemmatization of Albanian: A Manually Annotated Corpus and Neural Models
In this paper, we present the first publicly available part-of-speech an...
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10/09/2019
Is Multilingual BERT Fluent in Language Generation?
The multilingual BERT model is trained on 104 languages and meant to ser...
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10/04/2019
Template-free Data-to-Text Generation of Finnish Sports News
News articles such as sports game reports are often thought to closely f...
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06/26/2019
Leveraging Text Repetitions and Denoising Autoencoders in OCR Post-correction
A common approach for improving OCR quality is a post-processing step ba...
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02/03/2019