low-resource-machine-translation

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csebuetnlp /banglanmt

Star152

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

UpdatedOct 23, 2024
Python

Kartikaggarwal98 /Indian_ParallelCorpus

Star36

Curated list of publicly available parallel corpus for Indian Languages

nlp corpus neural-machine-translation parallel-corpus indian-languages parallel-corpora low-resource-languages multilingual-translation machinetranslation low-resource-machine-translation

UpdatedJul 15, 2021

cambridgeltl /ContrastiveBLI

Star35

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

UpdatedJan 23, 2025
Python

yaoyiran /BLI-Reading-List

Star23

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

UpdatedSep 29, 2024
Python

Pzoom522 /L1-Refinement

Star17

Code for "Cross-Lingual Word Embedding Refinement by ℓ1 Norm Optimisation" (NAACL 2021)

transfer-learning low-resource-machine-translation naacl2021 cross-lingual-word-embedding word-translation

UpdatedJun 16, 2022
Python

cambridgeltl /BLICEr

Star13

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

UpdatedFeb 2, 2023
Python

cambridgeltl /prompt4bli

Star11

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

UpdatedJan 23, 2025
Python

clefourrier /CopperMT

Star10

[ACL 2021, Findings] Cognate Prediction Per Machine Translation

machine-translation nmt smt cognates fairseq low-resource-languages low-resource-machine-translation acl2021 cognate-prediction

UpdatedAug 24, 2022
JavaScript

machelreid /afromt

Star9

Code for the EMNLP 2021 Paper "AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages" by Machel Reid, Junjie Hu, Graham Neubig, Yutaka Matsuo

nlp machine-learning low-resource-machine-translation

UpdatedSep 26, 2022
Python

andrea-cavallo-98 /Low-resource-Machine-Translation

Star8

Multilingual finetuning of Machine Translation model on low-resource languages. Project for Deep Natural Language Processing course.

natural-language-processing machine-translation low-resource-languages low-resource-machine-translation

UpdatedFeb 23, 2022
Jupyter Notebook

HenningBuhl /low-resource-machine-translation

Star7

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

UpdatedMay 23, 2023
Python

Rui0828 /Learning-From-Mistakes-Prompting

Star5

LoResMT@ACL 2024: Learning-From-Mistakes Prompting for Indigenous Language Translation – A feedback-driven approach to enhance low-resource translation.

natural-language-processing machine-translation low-resource few-shot-learning low-resouce-language low-resource-nlp low-resource-machine-translation in-context-learning chain-of-thought

UpdatedDec 6, 2024
Python

cambridgeltl /sail-bli

Star3

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

UpdatedAug 12, 2024
Python

harshitadd /indicOCR

Star2

Low-Resource OCR

ocr crawlers low-resource-machine-translation

UpdatedNov 25, 2022
Jupyter Notebook

jchenghu /lowres_uski

Star1

Learning from Wrong Predictions in Low-Resource Neural Machine Translation. Basic implementation of the USKI (Unaligned Sentences Keytokens pre-training) method for Neural Machine Translation

machine-translation transformer low-resource-machine-translation

UpdatedJun 21, 2024
Python

steventan0110 /ParaCrawl

Star0

On-develop Bitext Mining Tool for low resource languages

low-resource-machine-translation bitext-mining

UpdatedMay 14, 2022
Shell

edoardosignoroni /eff_archs_lowre

Star0

Results and code for the paper "Efficient Architetures for Low-resource Machine Translation" (Workshop on Advancing NLP for Low-Resource Languages at RANLP 2025 (Varna, Bulgaria), Sep 13)

low-resource-languages low-resource-nlp low-resource-machine-translation

UpdatedAug 29, 2025
Python

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