low-resource-nlp

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Here are 44 public repositories matching this topic...

devrimcavusoglu / nonwestlit

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NONWESTLIT Project Codebase

multilingual dataset low-resource-languages low-resource-nlp

Updated Jul 23, 2024
Python

luciusssss / mc2_corpus

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[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

nicolay-r / RuSentNE-LLM-Benchmark

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This repository highlights the LLMs reasoning capabilities of ✨ Mistral / LLaMA-3 / Phi-3 / Gemma / Flan-T5 / GPT-4o ✨ in Targeted Sentiment Analysis in Russian / Translated to English mass-media 📊

sentiment-analysis leaderboard prompt openai gemma zero-shot mistral reasoning fine-tuning low-resource-languages transformers-library low-resource-nlp gpt4 llm llms chain-of-thought llama3 gpt4o

Updated Oct 8, 2024
Python

kasunw22 / sinhala-word-embedding-alignment

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English-Sinhala multilingual word embedding alignment resources

sinhala procrustes-alignment english-sinhala procrustes-analysis labse low-resource-nlp bilingual-lexicon-induction word-embedding-alignment rcsls-alignment supervised-embedding-alignment unsupervised-embedding-alignment low-resource-word-embedding-alignment sinhala-word-embeddings fasttext-sinhala-word-embedding-alignment vecmap multilingual-embeddings

Updated Jun 8, 2024
Python

luciusssss / ZhuangBench

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[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

mdm-code / manx

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Fine-tune LLM for early Middle English lemmatization with data from LAEME.

nlp deep-learning parsing neural-network lemmatizer nlp-machine-learning lemmatization low-resource-languages middle-english low-resource-nlp low-resource-machine-learning

Updated Jan 25, 2024
Python

chschroeder / self-training-for-sample-efficient-active-learning

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Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models (EMNLP 2024)

active-learning low-resource-nlp llms active-learning-in-nlp

Updated Nov 2, 2024
Python

hausanlp / hausanlp

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Hausa Natural Language Processing Repository

nlp natural-language-processing deep-learning hausa low-resource-nlp hausa-nlp hausa-language

Updated Aug 23, 2023

ijazul-haq / nlpashto

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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

GGLAB-KU / turkish-plu

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Code for AACL23 paper "Benchmarking Procedural Language Understanding for Low-Resource Languages: A Case Study on Turkish"

deep-learning retrieval text-generation procedural classification language-model low-resource-languages procedural-text low-resource-nlp procedural-language-understanding

Updated Feb 4, 2024
Python

galax19ksh / Advancements-in-Manipuri-NLP

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A comprehensive overview of research regarding Natural Language Processing (NLP) of Manipuri language.

nlp manipuri low-resource-nlp meiteilon manipurinlp

Updated Sep 26, 2024

This is the official repository contains the code, data, and models of the paper titled "Shironaam: Bengali News Headline Generation using Auxiliary Information", accepted for publication in Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL’23), May 2-6, 2023.

pytorch dataset summarization few-shot-learning headline-generation transformer-models encoder-decoder-architecture low-resource-nlp auxiliary-data