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cross-lingual-embeddings

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cambridgeltl / ContrastiveBLI

Star 32

Improving Word Translation via Two-Stage Contrastive Learning (ACL 2022). Keywords: Bilingual Lexicon Induction, Word Translation, Cross-Lingual Word Embeddings.

information-retrieval machine-translation word-embeddings pytorch self-learning word-alignment bilingual-word-embedding bilingual-lexicon-extraction fasttext-embeddings cross-lingual-embeddings mbert contrastive-learning low-resource-machine-translation bilingual-lexicon-induction cross-lingual-word-embedding word-translation cross-lingual-word-embeddings bilingual-dictionary-induction
  • Updated Aug 12, 2024
  • Python

yaoyiran / BLI-Reading-List

Star 24

A 2024 Reading List for Bilingual Lexicon Induction (BLI) / Word Translation. Frequently Updated.

information-retrieval word-alignment bilingual-word-embedding bilingual-lexicon-extraction cross-lingual-embeddings word-retrieval low-resource-machine-translation bilingual-lexicon-induction cross-lingual-word-embedding word-translation cross-lingual-word-embeddings large-language-models bilingual-dictionary-induction llms
  • Updated Sep 29, 2024
  • Python

cambridgeltl / BLICEr

Star 13

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-zero-shot-transfer

Star 2

A cross lingual toxicity detection model that works for over 100 languages. Powered the mighty XLM-R model, the model performance is state of the art.

python nlp natural-language-processing python3 pytorch vector-space-model transfer-learning natural-language-understanding tensorrt zero-shot-learning onnx xlm cross-lingual-embeddings onnxruntime streamlit xlm-roberta huggingface-transformers tensorrt-inference
  • Updated May 10, 2023
  • Jupyter Notebook

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