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low-resource-nlp

Here are 26 public repositories matching this topic...

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

vgupta123 / contextualize_scdv

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

Updated Sep 26, 2021
Python

zjunlp / OntoED

[ACL 2021] OntoED: Low-resource Event Detection with Ontology Embedding

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

Updated Apr 15, 2022
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

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

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

zjunlp / RAP

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

Updated Apr 5, 2023
Python

HenningBuhl / low-resource-machine-translation

This repository is an open-source colleciton of various low-resource machine translation experiments.

Updated May 23, 2023
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

mdm-code / manx

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

GGLAB-KU / turkish-plu

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

EagleW / Chem-FINESE

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

Updated Mar 18, 2024
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

kasunw22 / sinhala-word-embedding-alignment

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

[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

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

pnborchert / MultiRep

Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning. NAACL 2024.

information-extraction relation-extraction few-shot fewrel contrastive-learning low-resource-nlp

Updated Jun 18, 2024
Python

Lhtie / Bio-Domain-Transfer

Implementation of NAACL 2024 main conference paper: Named Entity Recognition Under Domain Shift via Metric Learning for Life Science

chemical pytorch information-extraction named-entity-recognition nltk biomedical knowledge-transfer few-shot contrastive-learning low-resource-nlp doamin-adaptation transformers-bert

Updated Jun 19, 2024
Python

devrimcavusoglu / nonwestlit

NONWESTLIT Project Codebase

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

Updated Jul 23, 2024
Python

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

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