#

fewrel

Here are 6 public repositories matching this topic...

zhpmatrix / BERTem

论文实现(ACL2019)：《Matching the Blanks: Distributional Similarity for Relation Learning》

nlp relation-extraction fewrel acl2019 bert-pytorch matching-the-blanks

Updated Dec 8, 2022
Jupyter Notebook

ChristophAlt / fewrel

Few-Shot Relation Extraction with AllenNLP

relation-extraction relation-classification allennlp few-shot-learning fewrel

Updated Jan 27, 2019
Python

fractalego / fewrel_zero_shot

A relation extractor trained on FewRel 1.0

notebook paper relation-extraction zero-shot-learning fewrel

Updated Aug 5, 2021
Python

pnborchert / MultiRep

Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning. NAACL 2024.

information-extraction relation-extraction few-shot fewrel contrastive-learning low-resource-nlp

Updated Jun 18, 2024
Python

shubhi / nlp-few-shot-relation-extraction

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.

natural-language-processing relation-extraction few-shot-learning fewrel

Updated Jun 4, 2024
Python

pdt0609 / Minion

Official implementation of the paper: Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction

relation-extraction few-shot continual-learning fewrel tacred neural-collapse fewshot-continual-learning

Updated Nov 10, 2025
Python

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