low-resource topic

List low-resource repositories

DeepKE

3.1k
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644
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[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

wolfTPM

222
Stars
55
Forks
Watchers

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

MetaLearning4NLP-Papers

233
Stars
23
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A list of recent papers about Meta / few-shot learning methods applied in NLP areas.

TriggerNER

173
Stars
19
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TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)

Semi-supervised-learning

1.2k
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161
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A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

CrossNER

116
Stars
25
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CrossNER: Evaluating Cross-Domain Named Entity Recognition (AAAI-2021)

coach

77
Stars
20
Forks
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Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling (ACL-2020)

Crosslingual-NLU

23
Stars
5
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Zero-shot Cross-lingual Task-Oriented Dialogue Systems (EMNLP 2019)

crosslingual-slu

18
Stars
1
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EMNLP-2020: Cross-lingual Spoken Language Understanding with Regularized Representation Alignment

mixed-language-training

32
Stars
6
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Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems (AAAI-2020)