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low-resource-nlp

Here are 45 public repositories matching this topic...

csebuetnlp / banglanmt

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

adbar / simplemma

Simple multilingual lemmatizer for Python, especially useful for speed and efficiency

nlp tokenizer language-detection wordlist lemmatizer morphological-analysis lemmatiser tokenization lemmatization corpus-tools language-identification low-resource-nlp

Updated Nov 14, 2024
Python

cisnlp / GlotLID

Language Identification with Support for More Than 2000 Labels -- EMNLP 2023

language-detection multlingual language-detector language-recognition glot lid language-identification language-classification language-identification-toolkit low-resource-languages language-detection-library language-identifier language-detection-lib langid low-resource-nlp glotcc glotlid

Updated Oct 30, 2024
Python

afrisenti-semeval / afrisent-semeval-2023

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

Updated Jan 10, 2024
Jupyter Notebook

ljvmiranda921 / calamanCy

NLP pipelines for Tagalog using spaCy

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

Updated Aug 12, 2024
Python

231sm / Reasoning_In_EE

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

Updated Apr 19, 2022
Python

zjunlp / RAP

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

Updated Apr 5, 2023
Python

hausanlp / NaijaSenti

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

Updated Jan 10, 2024

KennethEnevoldsen / scandinavian-embedding-benchmark

A Scandinavian Benchmark for sentence embeddings

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

Updated Nov 14, 2024
Python

NLP-Tutorials / AACL-IJCNLP2022-KGC-Tutorial

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

Updated Feb 3, 2023

luciusssss / mc2_corpus

[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

Updated Jun 15, 2024
Python

awesome-sentiment-attitude-extraction

nicolay-r / awesome-sentiment-attitude-extraction

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

Updated Nov 16, 2024

luciusssss / ZhuangBench

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

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

Updated Jun 12, 2024
Python

csebuetnlp / banglaparaphrase

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

Updated Nov 14, 2022
Python

StefanHeng / ProgGen

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

Updated Mar 29, 2024
Python

ijazul-haq / nlpashto

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

Updated Feb 25, 2024

ruoyuxie / noisy_parallel_data_alignment

Enhanced awesome-align for low-resource languages and noise simulation: https://arxiv.org/abs/2301.09685

ocr noise word-aligner word-alignment noisy-data ocr-text low-resource-languages nueral-machine-translation low-resource-nlp

Updated Mar 4, 2023
Python

AsifulNobel / Metsys

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

Updated Jul 25, 2021
Python

RuSentRel-Leaderboard

nicolay-r / RuSentRel-Leaderboard

This is an official Leaderboard for the RuSentRel-1.1 dataset originally described in paper (arxiv:1808.08932)

benchmark sentiment-analysis leaderboard cnn neural-networks attention language-models attention-mechanism relation-extraction classifiers bilstm bert-model low-resource-nlp chatgpt

Updated Dec 28, 2023
Python

wannaphong / Awesome-Lao-NLP

Awesome Lao Natural Language Processing

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

Updated Sep 22, 2022

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