Transfer language selection for zero|shot cross|lingual abusive ...

Transfer Language Selection for Zero-Shot Cross-Lingual Abusive ...

We study the selection of transfer languages for automatic abusive language detection. Instead of preparing a dataset for every language, we demonstrate the ...

Transfer language selection for zero-shot cross-lingual abusive ...

Highlights. •. Zero-shot cross-lingual transfer can be effective in abusive language detection. •. Choosing transfer language only by the language family is not ...

(PDF) Transfer Language Selection for Zero-Shot Cross-Lingual ...

PDF | We study the selection of transfer languages for automatic abusive language detection. Instead of preparing a dataset for every language, we.

Transfer_Language_Selection_f...

Zero-shot cross-lingual transfer can yield good results for abusive language detection. • Linguistic similarity metrics can be used to find an optimal ...

[PDF] Transfer Language Selection for Zero-Shot Cross-Lingual ...

Semantic Scholar extracted view of "Transfer Language Selection for Zero-Shot Cross-Lingual Abusive Language Detection" by J. Eronen et al.

Abuse Detection with XLM-Roberta's Cross-Lingual Zero-Shot ...

Among these, XLM-Roberta, a state-of-the-art multilingual model, stands out for its remarkable ability to transfer knowledge across languages.

Zero-shot Cross-lingual Content Filtering: Offensive Language and ...

Since the majority of research in the area of offensive language and hate speech detection is currently done in monolingual settings, we per- formed a ...

Zero-shot cross-lingual transfer language selection using linguistic ...

AbstractWe study the selection of transfer languages for different Natural Language Processing tasks, specifically sentiment analysis, ...

Zero-shot cross-lingual transfer language selection using linguistic ...

Eronen, Transfer language selection for zero-shot cross-lingual abusive language detection, Information Processing and Management, № 59 https://doi.org ...

Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in...

In this work, we resort to data augmentation and continual pre-training for domain adaptation to improve cross-lingual abusive language detection. For data ...

Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in ...

Transfer language selection for zero-shot cross-lingual abusive language de- tection. Information Processing & Management,. 59(4):102981 ...

Enhancing cross-lingual learning - Science Talks

[3] Juuso Eronen, Michal Ptaszynski, Fumito Masui, Masaki Arata, Gniewosz Leliwa, Michal. Wroczynski, Transfer language selection for zero-shot ...

Zero-shot cross-lingual event argument extraction with language ...

Transfer language selection for zero-shot cross-lingual abusive language detection. Abstract. We study the selection of transfer languages for automatic ...

Zero-shot cross-lingual transfer language selection using linguistic ...

We study the selection of transfer languages for different Natural Language Processing tasks, specifically sentiment analysis, named entity recognition and ...

Enhancing cross-lingual learning: Optimal transfer language ... - OUCI

... zero-shot language transfer with multilingual transformers, с. ... Eronen, Transfer language selection for zero-shot cross-lingual abusive language detection, Inf ...

[PDF] Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer ...

Transfer Language Selection for Zero-Shot Cross-Lingual Abusive Language Detection · J. EronenM. PtaszynskiFumito MasuiMasaki ArataGniewosz LeliwaMichal ...

Transfer language selection for zero-shot cross-lingual abusive ...

Highlights：. • Zero-shot cross-lingual transfer can be effective in abusive language detection. • Choosing transfer language only by the language family is ...

Untitled

... lingual transfer learning for zero-shot abusive language detection. This way we can use existing data from higher-resource languages to build better ...

Zero-Shot Cross-Lingual Transfer - Papers With Code

We introduce an architecture to learn joint multilingual sentence representations for 93 languages, belonging to more than 30 different families and written in ...

‪Juuso Eronen‬ - ‪Google Scholar‬

Transfer language selection for zero-shot cross-lingual abusive language detection. J Eronen, M Ptaszynski, F Masui, M Arata, G Leliwa, M Wroczynski.