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

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 ...

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 ...

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

Instead of preparing a dataset for every language, we demonstrate the effectiveness of cross-lingual transfer learning for zero-shot abusive language detection.

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

Instead of preparing a dataset for every language, we demonstrate the effectiveness of cross-lingual transfer learning for zero-shot abusive language detection.

Choosing Transfer Languages for Cross-Lingual Learning

We perform training in a zero-shot setting, where we train on corpora only in the transfer language, and test en- tity linking accuracy on the task language ...

[PDF] Zero-shot cross-lingual transfer language selection using ...

Semantic Scholar extracted view of "Zero-shot cross-lingual transfer language selection using linguistic similarity" by J. Eronen et al.

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

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

Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a ...

Prompt-based tuning has been proven effec- tive for pretrained language models (PLMs). While most of the existing work focuses on.

MODEL SELECTION FOR CROSS-LINGUAL TRANSFER

In zero-shot learning, no validation/development data is assumed in the target language, motivating the need for a machine learning approach to model selection.

Improving Zero-Shot Cross-Lingual Transfer via Progressive Code ...

In recent years, there have been some pre- trained multilingual language models for cross-lingual trans- fer, such as mBERT [Devlin et al., 2019], XLM [Conneau.

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 Learning with Multiple Source and ...

Target Languages for Information Extraction: Language Selection and ... zero-shot multi-lingual transfer settings where multiple languages are involved in ...

Cross-Lingual Transfer with Language-Specific Subnetworks for ...

(2021) show that their method can perform well in a zero-shot setting, their strategy for merging masks for new language-pairs relies on the availability of ...

Zero-shot Cross-lingual Transfer Learning with Multiple Source and ...

... Languages for Information Extraction: Language Selection and Adversarial Training ... Next, we investigatethe more general zero-shot multi-lingual ...

Cross-Lingual Transfer in Zero-Shot Cross-Language Entity Linking

We find that the multilingual ability of BERT leads to robust performance in monolingual and multilingual settings. Furthermore, we explore zero-shot language ...

Cross-lingual Transfer Learning for Multilingual Task Oriented Dialog

Expand. 1,250 Citations · Highly Influential · PDF. Add to Library. Alert. 2 Excerpts. (Almost) Zero-Shot Cross-Lingual Spoken Language Understanding · Shyam ...

Cross-Lingual Pre-Training Based Transfer for Zero-Shot Neural ...

Transfer learning between different language pairs has shown its effectiveness for Neural Machine Translation (NMT) in low-resource scenario. However, existing ...

Cross-lingual transfer for low-resource Arabic language understanding

tasks for zero-shot transfer and few-shot trans- fer (Johnson et al ... zero-shot, and few-shot setting. Although the. Bi model beats the Tri model ...

Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual ...

PDF Icon. download. Download Free PDF. Download Free PDF. Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models.

Optimal transfer language selection with linguistic similarity

Download PDFDownload PDF ... Eronen, Juuso ∙ Ptaszynski, Michal ∙ Masui, Fumito ... Transfer language selection for zero-shot cross-lingual ...