Көптілді оқыту

method ID: multilinguallearning

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Unsupervised Multilingual Learning for POS Tagging

Authors: nan

Publication: TIPSTER (2008)

DOI: nan

We demonstrate the effectiveness of multilin- gual learning for unsupervised part-of-speech tagging. The key hypothesis of multilin- gual learning is that by combining cues from multiple languages, the structure of …...

44814

Multi-task and Multi-lingual Joint Learning of Neural Lexical Utterance Classification based on Partially-shared Modeling

Authors: nan

Publication: TIPSTER (2018)

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AbstractThis paper is an initial study on multi-task and multi-lingual joint learning for lexical utterance classification. A major problem in constructing lexical utterance classification modules for spoken dialogue systems is …...

5218

Multilingual Learning for Mild Cognitive Impairment Screening from a Clinical Speech Task

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AbstractThe Semantic Verbal Fluency Task (SVF) is an efficient and minimally invasive speech-based screening tool for Mild Cognitive Impairment (MCI). In the SVF, testees have to produce as many words …...

20243

Multilingual Transfer Learning for Children Automatic Speech Recognition

Authors: nan

Publication: TIPSTER (2022)

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AbstractDespite recent advances in automatic speech recognition (ASR), the recognition of children’s speech still remains a significant challenge. This is mainly due to the high acoustic variability and the limited …...

14185

Offensive language detection in Hebrew: can other languages help?

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Publication: TIPSTER (2022)

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AbstractUnfortunately, offensive language in social media is a common phenomenon nowadays. It harms many people and vulnerable groups. Therefore, automated detection of offensive language is in high demand and it …...

15203

Cross-lingual Continual Learning

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractThe longstanding goal of multi-lingual learning has been to develop a universal cross-lingual model that can withstand the changes in multi-lingual data distributions. There has been a large amount of …...

38638