Found 32 repositories(showing 30)
thunlp
A Large-Scale Few-Shot Relation Extraction Dataset
wuzhiye7
An attempt at replicating the Induction Network for FewRel data in Tensorflow
zhpmatrix
论文实现(ACL2019)：《Matching the Blanks: Distributional Similarity for Relation Learning》
ChristophAlt
Few-Shot Relation Extraction with AllenNLP
bloomberg
Code to reproduce the results of the paper 'Towards Realistic Few-Shot Relation Extraction' (EMNLP 2021)
fractalego
A relation extractor trained on FewRel 1.0
pnborchert
Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning. NAACL 2024.
D1026
Using bert+CapsuleNet as basic model，meta trained by MAML
acidAnn
A German dataset for few-shot relation extraction :bow_and_arrow:
zlh-source
No description available
This project investigates few-shot learning for relation extraction using the FewRel dataset. We will compare Prototypical Networks, MAML, and k-NNs in different few-shot settings to see which performs best with minimal data. The goal is to improve relation extraction in NLP by effectively handling data scarcity.
shivanouri
No description available
ylaxor
FewRel is a large-scale (few-shot) relation extraction dataset, which contains more than one hundred relations and tens of thousands of annotated instances cross different domains
gaotianyu1350
No description available
pdt0609
Official implementation of the paper: Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction
A dual-teacher knowledge distillation model has been designed to enrich knowledge. A dual-loops distillation method has been introduced to reduce the occurrence of catastrophic forgetting. Introducing reinforcement learning avoids overfitting in multi-round distillation. Achieving state-of-the-art results on the FewRel and TACRED datasets .
potti95
No description available
zhoujiacheng1031
No description available
No description available
ntinouldinho
No description available
loginov-ra
Doing a project in NLP course by iPavlov in 2019
zxlzr
A new supervised dataset FewRel80 refined from a large-scale Few-shot Relation classification dataset FewRel.
BlackSpritee
No description available
zjyuan98
No description available
HuoYingxiao
Implementation of Few-Shot Learning with Graph Neural Networks on FewRel
AkashPujari
Meta Learning on FewRel in Euclidean and Non Euclidean Space
nttmac
No description available
gustikresna
This project applies two methods, SVM and BERT, for relation extraction task on fewrel dataset.
baguspranata
Relation Extraction task on FewRel dataset by leveraging SVM model
baguspranata
Relation Extraction task on FewRel dataset by leveraging BERT model