low-resource

There are 2 repositories under low-resource topic.

zjunlp / DeepKE
[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
knowledge-graph relation-extraction chinese named-entity-recognition attribute-extraction low-resource document-level information-extraction pytorch deepke ner nlp few-shot prompt deep-learning kg multi-modal lightner knowprompt instructie
Language:Python 2928
PRIS-CV / DemoFusion
Let us democratise high-resolution generation! (CVPR 2024)
aigc genai high-resolution low-resource stable-diffusion
Language:Jupyter Notebook 1857
microsoft / Semi-supervised-learning
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
classification semi-supervised-learning transformer computer-vision deep-learning machine-learning natural-language-processing pytorch audio-classification low-resource semisupervised-learning
Language:Python 1182
ha-lins / MetaLearning4NLP-Papers
A list of recent papers about Meta / few-shot learning methods applied in NLP areas.
dialogue-systems few-shot-learning low-resource meta-learning nlp papers-collection semantic-parsing
233
wolfSSL / wolfTPM
wolfTPM is a highly portable TPM 2.0 library, designed for embedded use.
compact cryptography ecc embedded i2c low-resource secure secure-key-storage spi tis tpm tpm-interface-specification tpm2 tpm2-library trusted-platform-module wolfssl wolftpm
Language:C 215
INK-USC / TriggerNER
TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)
named-entity-recognition dataset nlp-resources nlp-datasets information-extraction sequence-tagging low-resource
Language:Python 171
zliucr / CrossNER
CrossNER: Evaluating Cross-Domain Named Entity Recognition (AAAI-2021)
named-entity-recognition ner cross-domain low-resource domain-adaptation sequence-labeling multi-domain multi-domain-adaptation corpora dataset
Language:Python 114
zjunlp / Low-resource-KEPapers
A Paper List of Low-resource Information Extraction
artificial-intelligence awsome-list event-extraction few-shot-learning information-extraction knowledge-extraction knowledge-graph low-resource ner nlp paper paper-list relation-extraction survey
106
zliucr / coach
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling (ACL-2020)
cross-domain slot-filling nlu named-entity-recognition ner low-resource
Language:Python 77
231sm / Reasoning_In_EE
Code and datasets for the ACL 2021 paper "OntoED: Low-resource Event Detection with Ontology Embedding"
event-extraction information-extraction low-resource low-resource-nlp ontoed
Language:Python 45
zjunlp / RAP
[SIGIR 2023] Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction
event-extraction knowledge-graph knowledge-informed-prompt-learning prompt relation-extraction relational-triple-extraction retrieval triple-extraction data-efficient few-shot ie information-extraction kbp kg knowledge-base-population low-resource low-resource-nlp nyt webnlg sigir2023
Language:Python 35
zjunlp / LREBench
[EMNLP 2022 Findings] Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study
benchmark chinese data-augmentation data-augumentation dataset efficient emnlp few-shot information-extraction kg knowledge-graph knowprompt long-tail low-resource lrebench prompt re relation-extraction self-training
Language:Python 32
zliucr / mixed-language-training
Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems (AAAI-2020)
cross-lingual zero-shot task-oriented-dialogue low-resource multilingual nlu dst
Language:Python 32
YiSyuanChen / MTL-ABS
Original PyTorch implementation for AAAI 2021 Paper "Meta-Transfer Learning for Low-Resrouce Abstractive Summarization."
meta-learning transfer-learning low-resource abstractive-summarization
Language:Python 26
NLP-Tutorials / AACL-IJCNLP2022-KGC-Tutorial
Materials for AACL-IJCNLP-2022 tutorial: Efficient and Robust Knowledge Graph Construction
aacl knowledge-graph aacl-ijcnlp-2022 kg tutorial efficient few-shot low-resource robust awsome-list information-extraction low-resource-nlp named-entity-recognition relation-extraction machine-learning reading-list survey natural-language-processing nlp question-answering
25
zliucr / Crosslingual-NLU
Zero-shot Cross-lingual Task-Oriented Dialogue Systems (EMNLP 2019)
cross-lingual zero-shot task-oriented-dialogue natural-language-understanding nlu low-resource multilingual
Language:Python 23
KeithDHedger / LFSDesktopProject
A low resource/dependency desktop for Linux From Scratch
linux-from-scratch desktop panels low-resource low-dependency application-launcher applications window-manager linux desktop-environment dock desktop-agnostic
Language:C++ 21
zxlzr / Low-resource_KBP
Some papers on low-resource knowledge base population. (mostly from 2018 to 2020)
knowledge-graph low-resource knowledge-base-population relation-extraction event-extraction named-entity-recognition
20
houking-can / RDANER
Code of ICKG2020 best student paper: A Robust and Domain-Adaptive Approach for Low-Resource Named Entity Recognition
domain-adaptation ickg low-resource ner pre-training
Language:Python 18
zliucr / crosslingual-slu
EMNLP-2020: Cross-lingual Spoken Language Understanding with Regularized Representation Alignment
cross-lingual multilingual dialogue spoken-language-understanding slu task-oriented-dialogue low-resource few-shot zero-shot
Language:Python 18
microsoft / Lightweight-Low-Resource-NMT
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.
distillation low-resource quantization translation
Language:Python 16
lehduong / Knowledge-Distillation-by-Replacing-Cheap-Conv
In search of effective and efficient Pipeline for Distillating Knowledge in Convolutional Neural Networks
convolutional-neural-networks deeplabv3 deeplabv3plus knowledge-distillation low-resource pytorch semantic-segmentation
Language:Python 13
AkshatSh / BinarizedNMT
Exploring ways to reduce Neural Machine Translation Memory and Computation through binarized networks
machine-translation low-resource natural-language-processing deep-learning seq2seq
Language:Python 10
brightjade / PRiSM
Source code for paper "PRiSM: Enhancing Low-Resource Document-Level Relation Extraction with Relation-Aware Score Calibration", Findings of IJCNLP-AACL 2023
calibration document-level document-level-relation-extraction low-resource relation-extraction
Language:Python 9
halkaDM
sys41x4 / halkaDM
Halka DM is a Desktop Manager build with an intention of simplicity and security in mind, consuming minimal system resource to support low resource bounded systems.
desktop-manager linux low-resource simplicity collaborate
Language:C++ 7
dnaka91 / archer
Simple clone of jaeger, that is focused on small scale deployments and low resource usage.
jaegertracing low-resource opentelemetry tracing hacktoberfest
Language:JavaScript 6
KeithDHedger / KKTerminal
A simple low resource terminal emulator for gtk2/3
gtk2 gtk3 terminal-emulators linux simple low-resource
Language:Makefile 6
soumitri2001 / SmallDataSSL
[ICIP 2023] Exploring Self-Supervised Learning for Low-Resource Medical Image Analysis, IEEE Intl. Conf. on Image Processing (ICIP), 2023 (accepted)
barlow-twins computer-vision contrastive-learning low-resource medical-imaging non-contrastive-learning self-supervised-learning simclr
Language:Python 6
wannaphong / Awesome-Lao-NLP
Awesome Lao Natural Language Processing
lao lao-language low-resource low-resource-languages low-resource-nlp natural-language-processing laonlp awesome awesome-list
6
HenningBuhl / low-resource-machine-translation
This repository is an open-source colleciton of various low-resource machine translation experiments.
deep-learning low-resource low-resource-languages low-resource-machine-translation low-resource-nlp machine-learning machine-translation machine-translation-models neural-machine-translation neural-network neural-networks python transformer experiments nlp nlp-machine-learning cascading pivoting direct-pivoting step-wise-pivoting
Language:Python 5
YiSyuanChen / SINC
Original PyTorch implementation for ICCV 2023 Paper "SINC: Self-Supervised In-Context Learning for Vision-Language Tasks."
in-context-learning low-resource vision-language-model
Language:Python 5
david-loffredo / lowcloud
Ansible playbooks for configuring mail, web, and backup with low machine requirements
ansible bacula mailserver webserver cloud low-resource backups
Language:Jinja 4
zjunlp / OntoED
[ACL 2021] OntoED: Low-resource Event Detection with Ontology Embedding
event-detection information-extraction low-resource low-resource-nlp ontoed event-exxtraction
Language:Python 4
msadat3 / SSL_for_NLI
Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language Inference
low-resource natural-language-inference nli self-supervised-learning
Language:Python 3
uds-lsv / transfer-distant-transformer-african
Code + data for the EMNLP'20 publication "Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages"
transformer-models topic-classification ner african-languages low-resource low-resource-languages
Language:Python 3
YiSyuanChen / SPEC
Original PyTorch implementation for TASLP 2022 Paper "SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization."
abstractive-summarization low-resource meta-learning transfer-learning
Language:Python 3