low-resource

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

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

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

wolfTPM is a highly portable TPM 2.0 library, designed for embedded use.

A list of recent papers about Meta / few-shot learning methods applied in NLP areas.

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

A Paper List of Low-resource Information Extraction

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

Low resource, no daemon, kubernetes manifest compatible mini-paas.

Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling (ACL-2020)

Convert your PDFs and EPUBs into audiobooks effortlessly. Features intelligent text extraction, customizable text-to-speech settings, and efficient processing for low-resource systems.

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

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

[EMNLP 2022 Findings] Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study

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

Original PyTorch implementation for AAAI 2021 Paper "Meta-Transfer Learning for Low-Resrouce Abstractive Summarization."

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

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

A low resource/dependency desktop for Linux From Scratch

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