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low-resource-machine-translation

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csebuetnlp / banglanmt

Star 147

This repository contains the code and data of the paper titled "Not Low-Resource Anymore: Aligner Ensembling, Batch Filtering, and New Datasets for Bengali-English Machine Translation" published in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), November 16 - November 20, 2020.

machine-translation neural-machine-translation parallel-corpus parallel-corpora bangla-nlp low-resource-languages bangla-machine-translation bangla-dataset-machine-translation emnlp-2020 low-resource-nlp low-resource-machine-translation
  • Updated Oct 23, 2024
  • Python

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 / prompt4bli

Star 9

On Bilingual Lexicon Induction with Large Language Models (EMNLP 2023). Keywords: Bilingual Lexicon Induction, Word Translation, Large Language Models, LLMs.

machine-translation prompt pytorch llama prompts zero-shot-learning mt5 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
  • 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 / 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

HenningBuhl / low-resource-machine-translation

Star 6

This repository is an open-source colleciton of various low-resource machine translation experiments.

python nlp machine-learning deep-learning neural-network machine-translation cascading transformer neural-networks neural-machine-translation experiments nlp-machine-learning pivoting low-resource low-resource-languages machine-translation-models low-resource-nlp low-resource-machine-translation step-wise-pivoting direct-pivoting
  • Updated May 23, 2023
  • Python

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