low-resource-nlp

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

ljvmiranda921 /calamanCy

Star65

NLP pipelines for Tagalog using spaCy

nlp machine-learning natural-language-processing spacy computational-linguistics ner low-resource-languages low-resource-nlp

UpdatedJul 20, 2025
Python

afrisenti-semeval /afrisent-semeval-2023

Star49

AfriSenti-SemEval Shared Task 12: Sentiment Analysis for African languages :https://afrisenti-semeval.github.io/

twitter sentiment-analysis sentiment dataset opinion-mining african-languages datasets twitter-sentiment-analysis shared-tasks sentiment-classification semeval-sentiment nlp-datasets shared-task twitt nlp-dataset low-resouce-language low-resolution-data low-resource-nlp africanlp semeval2023

UpdatedJan 10, 2024
Jupyter Notebook

231sm /Reasoning_In_EE

Star46

Code and datasets for the ACL 2021 paper "OntoED: Low-resource Event Detection with Ontology Embedding"

information-extraction event-extraction low-resource low-resource-nlp ontoed

UpdatedApr 19, 2022
Python

KennethEnevoldsen /scandinavian-embedding-benchmark

Star44

A Scandinavian Benchmark for sentence embeddings

nlp benchmark natural-language-processing low-resource-nlp scandinavian

UpdatedDec 5, 2025
Python

zjunlp /RAP

Star42

[SIGIR 2023] Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction

retrieval prompt information-extraction knowledge-graph ie event-extraction kg relation-extraction kbp nyt few-shot low-resource knowledge-base-population triple-extraction webnlg data-efficient relational-triple-extraction low-resource-nlp knowledge-informed-prompt-learning sigir2023

UpdatedApr 5, 2023
Python

hausanlp /NaijaSenti

Star35

This is a repository for NaijaSenti. A Lacuna Funded Project for the development of sentiment corpus for four Nigerian languages: Igbo, Hausa, Yoruba and Pidgin.

nlp sentiment-analysis sentiment dataset african-languages yoruba hausa sentiment-classification nigeria yorubaname-dictionary igbo low-resource-languages igbo-language nigerian-data sentiment-data low-resource-nlp hausa-nlp hausanlp

UpdatedOct 14, 2025
Jupyter Notebook

luciusssss /mc2_corpus

Star29

[ACL'24] MC^2: A Multilingual Corpus of Minority Languages in China (Tibetan, Uyghur, Kazakh, and Mongolian)

multilingual natural-language-processing corpus mongolian tibetan tibetan-nlp uyghur kazakh low-resource-languages low-resource-nlp

UpdatedJun 16, 2025
Python

NLP-Tutorials /AACL-IJCNLP2022-KGC-Tutorial

Star28

Materials for AACL-IJCNLP-2022 tutorial: Efficient and Robust Knowledge Graph Construction

nlp machine-learning natural-language-processing tutorial efficient information-extraction survey knowledge-graph named-entity-recognition question-answering robust reading-list kg relation-extraction few-shot low-resource awsome-list aacl low-resource-nlp aacl-ijcnlp-2022

UpdatedFeb 3, 2023

luciusssss /ZhuangBench

Star24

[ACL'24 Findings] Teaching Large Language Models an Unseen Language on the Fly

low-resource-languages zhuang low-resource-nlp large-language-models llm

UpdatedMar 13, 2025
Python

kidist-amde /amharic-ir-benchmarks

Star20

Official codebase for the ACL 2025 Findings paper: Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval.

information-retrieval bert bm25 passage-retrieval ndcg text-embedding amharic-corpus mrr roberta amharic-nlp huggingface-transformers colbert multilingual-nlp low-resource-nlp dense-retrieval amharic-language retrieval-evaluation academic-benchmark

UpdatedJul 26, 2025
Jupyter Notebook

nicolay-r /awesome-sentiment-attitude-extraction

Star19

A curated list of awesome sentiment analysis studies, in which attitude corresponds to the text position conveyed by Subject towards other Object mentioned in text such as: entities, events, etc.

nlp naacl machine-learning natural-language-processing awesome deep-learning sentiment-analysis trends awesome-list emnlp language-model aaai nips relation-classification state-of-the-art stance-detection low-resource-nlp sentiment-attitude-extraction chatgpt

UpdatedJan 19, 2025

StefanHeng /ProgGen

Star17

Code for paper "ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models"

natural-language-processing named-entity-recognition data-generation few-shot-learning training-data-generation low-resource-nlp large-language-models efficient-nlp

UpdatedMar 29, 2024
Python

csebuetnlp /banglaparaphrase

Star15

This repository contains the code, data, and associated models of the paper titled "BanglaParaphrase: A High-Quality Bangla Paraphrase Dataset", accepted in Proceedings of the Asia-Pacific Chapter of the Association for Computational Linguistics: AACL 2022.

paraphrase-generation bangla-nlp low-resource-nlp bangla-paraphrase

UpdatedNov 14, 2022
Python

wannaphong /Awesome-Lao-NLP

Sponsor

Star15

Awesome Lao Natural Language Processing

natural-language-processing awesome awesome-list lao low-resource low-resource-languages lao-language low-resource-nlp laonlp

UpdatedMar 7, 2025

ijazul-haq /nlpashto

Star10

Pashto Natural Language Processing Toolkit

nlp natural-language-processing transformers nltk bert pos-tagging persian-nlp tokenization sjtu arabic-nlp pashto urdu-nlp low-resource-nlp llms pashto-nlp pashto-word-segmentation pashto-bert pashto-word-embeddings pashto-text-classification

UpdatedMay 21, 2025

AsifulNobel /Metsys

Star9

Chatbot Solution for Resource-Poor Languages. Contains code and data for Journal Article 'Focused domain contextual AI chatbot framework for resource poor languages'.

nlp website natural-language-processing neural-network chatbot django-application django-channels restful-api nlp-machine-learning bangla-nlp low-resource-languages bangla-ai low-resource-nlp resource-poor-languages customer-service-chatbot

UpdatedJul 25, 2021
Python

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