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06/04/2023
A Technical Report for Polyglot-Ko: Open-Source Large-Scale Korean Language Models
Polyglot is a pioneering project aimed at enhancing the non-English lang...
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10/06/2020
An Empirical Study of Tokenization Strategies for Various Korean NLP Tasks
Typically, tokenization is the very first step in most text processing w...
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04/28/2020
KoParadigm: A Korean Conjugation Paradigm Generator
Korean is a morphologically rich language. Korean verbs change their for...
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04/10/2020
An Empirical Study of Invariant Risk Minimization
Invariant risk minimization (IRM; Arjovsky et al., 2019) is a recently p...
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04/07/2020
KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding
Natural language inference (NLI) and semantic textual similarity (STS) a...
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04/07/2020
g2pM: A Neural Grapheme-to-Phoneme Conversion Package for MandarinChinese Based on a New Open Benchmark Dataset
Conversion of Chinese graphemes to phonemes (G2P) is an essential compon...
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11/27/2019
Jejueo Datasets for Machine Translation and Speech Synthesis
Jejueo was classified as critically endangered by UNESCO in 2010. Althou...
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11/27/2019
word2word: A Collection of Bilingual Lexicons for 3,564 Language Pairs
We present word2word, a publicly available dataset and an open-source Py...
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07/02/2019
A Neural Grammatical Error Correction System Built On Better Pre-training and Sequential Transfer Learning
Grammatical error correction can be viewed as a low-resource sequence-to...
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04/17/2019
Predicting drug-target interaction using 3D structure-embedded graph representations from graph neural networks
Accurate prediction of drug-target interaction (DTI) is essential for in...
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03/27/2019