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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

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

cambridgeltl / sail-bli

Star 1

Self-Augmented In-Context Learning for Unsupervised Word Translation (ACL 2024). Keywords: Bilingual Lexicon Induction, Word Translation, Large Language Models, LLMs.

machine-translation prompt pytorch llama self-learning zero-shot-learning bilingual-lexicon-extraction few-shot-learning multilingual-models multilingual-nlp low-resource-machine-translation bilingual-lexicon-induction word-translation in-context-learning large-language-models bilingual-dictionary-induction prompt-engineering prompting llms llama2
  • Updated Aug 12, 2024
  • Python

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