My repo "Advancements in Manipuri NLP" will provide a comprehensive study of research papers regarding Natural Language Processing (NLP) applications and developments of Manipuri language.
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Sep 26, 2024
#
low-resource-nlp
Here are 43 public repositories matching this topic...
An overview of the possibilities of using TARS models for low language resources
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Apr 28, 2023 - Jupyter Notebook
AAAI Knowledge NLP Submission
nlp
word2vec
augmentation
low-resource-languages
text-augmentation
transformers-models
low-resource-nlp
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Nov 10, 2022 - Jupyter Notebook
This repository provides HAWP: a dataset for Hindi Word Problem Solving and a baseline (LREC 2022)
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Apr 28, 2022
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
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Oct 1, 2024 - Python
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
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Jun 8, 2024 - Python
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
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Jan 25, 2024 - Python
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
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Jun 25, 2023
Wen Lai's Blog related to MT/NLP/ML
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Oct 25, 2022 - HTML
Hausa Natural Language Processing Repository
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Aug 23, 2023
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
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Feb 4, 2024 - Python
A natural language processing and machine learning project for a low resource langauge in Zambia.
nlp
whisper
nlp-machine-learning
low-resource-languages
asr-model
zambian-developers
wav2vec2
low-resource-nlp
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Dec 21, 2022 - Jupyter Notebook
Crowdsource Platform for Low Resourced Language Annotation and Corpus Contribution
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Jun 3, 2023 - Vue
NONWESTLIT Project Codebase
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Jul 23, 2024 - Python
Children StoryBooks for 180 langauges.
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Mar 12, 2024 - Jupyter Notebook
Unsupervised Contextualized Document Representation, to appear in SustaiNLP 2021 EMNLP 2021
text-classification
word-sense-disambiguation
multi-label-classification
bert
multi-sense-embeddings
multi-class-classification
few-shot-learning
scdv
sparse-document-vectors
low-resource-nlp
emnlp2021
sustainlp2021
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Sep 26, 2021 - Python
Must-read papers on relation extraction.
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Jan 5, 2022
[ACL 2021] OntoED: Low-resource Event Detection with Ontology Embedding
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Apr 15, 2022 - Python
Official implementation of the EACL Findings 2024 paper: Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction
transformers
pytorch
information-extraction
datasets
reconstruction
chemical-data
few-shot
few-shot-learning
constrastive-learning
low-resource-nlp
large-language-models
chemical-information-extraction
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Mar 18, 2024 - Python
This is the official repository of the paper titled "BnPC: A Gold Standard Corpus for Paraphrase Detection in Bangla, and its Evaluation", accepted in The 17th Workshop on Building and Using Comparable Corpora (BUCC 2024) co-located with LREC-COLING 2024. It contains the codes and the dataset.
nlp
dataset
paraphrase-identification
bangla-dataset
bangla-nlp
paraphrase-detection
low-resource-nlp
bangla-paraphrase
bnpc
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May 26, 2024 - Jupyter Notebook
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