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xlm-r

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cambridgeltl / BLICEr

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Improving Bilingual Lexicon Induction with Cross-Encoder Reranking (Findings of EMNLP 2022). Keywords: Bilingual Lexicon Induction, Word Translation, Cross-Lingual Word Embeddings.

information-retrieval machine-translation word-embeddings pytorch self-learning word-alignment reranking bilingual-word-embedding bilingual-lexicon-extraction fasttext-embeddings cross-lingual-embeddings xlm-roberta xlm-r low-resource-machine-translation bilingual-lexicon-induction cross-encoder cross-lingual-word-embedding word-translation cross-lingual-word-embeddings bilingual-dictionary-induction
  • Updated Feb 2, 2023
  • Python

Jayveersinh-Raj / Cross_lingual_abuse_detection

Star 3

In this work we applied multilingual zero-shot transfer concept for the task of toxic comments detection. This concept allows a model trained only on a single-language dataset to work in arbitrary language, even low-resource.

python machine-learning deep-learning transformers pandas python3 pytorch overleaf vector-space-model tensorrt zero-shot-learning onnx huggingface onnxruntime streamlit xlm-roberta xlm-r cross-lingual-transfer tensorrt-inference
  • Updated May 9, 2023
  • Jupyter Notebook

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