Popular GitHub Repositories for Low Resource

Let us democratise high-resolution generation! (CVPR 2024)

TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)

CrossNER: Evaluating Cross-Domain Named Entity Recognition (AAAI-2021)

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

Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems (AAAI-2020)

Zero-shot Cross-lingual Task-Oriented Dialogue Systems (EMNLP 2019)

Some papers on low-resource knowledge base population. (mostly from 2018 to 2020)

EMNLP-2020: Cross-lingual Spoken Language Understanding with Regularized Representation Alignment

Official code for "Too Brittle To Touch: Comparing the Stability of Quantization and Distillation Towards Developing Lightweight Low-Resource MT Models" to appear in WMT 2022.

Original PyTorch implementation for ICCV 2023 Paper "SINC: Self-Supervised In-Context Learning for Vision-Language Tasks."

Code + data for the EMNLP'20 publication "Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages"

LoResMT@ACL 2024: Learning-From-Mistakes Prompting for Indigenous Language Translation – A feedback-driven approach to enhance low-resource translation.

[EMNLP'24] This repo is official implementation for the paper "Unsupervised Named Entity Disambiguation for Low Resource Domains"