A Large-Scale Few-Shot Relation Extraction Dataset
☆746May 4, 2022Updated 3 years ago
Alternatives and similar repositories for FewRel
Users that are interested in FewRel are comparing it to the libraries listed below
Sorting:
- Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification☆190Jan 24, 2019Updated 7 years ago
- An Open-Source Package for Neural Relation Extraction (NRE)☆4,450Jan 10, 2024Updated 2 years ago
- Must-read papers on neural relation extraction (NRE)☆1,031Nov 10, 2020Updated 5 years ago
- Dataset and codes for ACL 2019 DocRED: A Large-Scale Document-Level Relation Extraction Dataset.☆649Dec 1, 2020Updated 5 years ago
- Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)☆435Mar 22, 2022Updated 3 years ago
- Hierarchical Neural Relation Extraction☆95Jul 30, 2020Updated 5 years ago
- ACL 2019 paper:Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification☆59Aug 5, 2019Updated 6 years ago
- Release for acl18 paper "Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism"☆202Dec 7, 2022Updated 3 years ago
- A Large-Scale Few-Shot Relation Extraction Dataset☆83Sep 13, 2019Updated 6 years ago
- 论文实现(ACL2019)：《Matching the Blanks: Distributional Similarity for Relation Learning》☆153Dec 8, 2022Updated 3 years ago
- 📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (…☆1,229Jan 27, 2022Updated 4 years ago
- Distantly Supervised Relation Extraction☆421May 21, 2020Updated 5 years ago
- ☆121Apr 28, 2019Updated 6 years ago
- Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018)…☆415Apr 23, 2021Updated 4 years ago
- PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper☆604Sep 24, 2023Updated 2 years ago
- distant supervised relation extraction models: PCNN MIL (Zeng 2015), PCNN+ATT(Lin 2016). 关系抽取☆501Apr 30, 2020Updated 5 years ago
- "Few-shot Text Classification with Distributional Signatures" ICLR 2020☆261Dec 17, 2020Updated 5 years ago
- Code and dataset of AAAI2020 Paper Neural Snowball for Few-Shot Relation Learning☆112Aug 6, 2020Updated 5 years ago
- An attempt at replicating the Induction Network for FewRel data in Tensorflow☆178Nov 1, 2019Updated 6 years ago
- A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)☆704Jul 7, 2021Updated 4 years ago
- Joint Neural Relation Extraction with Text and KGs☆187Nov 3, 2022Updated 3 years ago
- PyTorch implementation of the position-aware attention model for relation extraction☆361Apr 24, 2024Updated last year
- Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT☆811Jul 30, 2020Updated 5 years ago
- classical model code implementation of few-shot/one-shot lenaring, including siamese network, prototypical network, relation network, ind…☆139Nov 21, 2019Updated 6 years ago
- [ACL 2020] A Novel Cascade Binary Tagging Framework for Relational Triple Extraction☆811Sep 15, 2020Updated 5 years ago
- EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information☆250Mar 24, 2023Updated 2 years ago
- Source code for ACL 2019 paper "Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge"☆274Mar 17, 2020Updated 6 years ago
- Neural Relation Extraction implemented in PyTorch☆220Nov 15, 2018Updated 7 years ago
- Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"☆1,417Jan 10, 2024Updated 2 years ago
- Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)☆372Jul 29, 2020Updated 5 years ago
- A PyTorch implementation of GraphRel☆278Dec 17, 2023Updated 2 years ago
- Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge …☆1,230Jun 1, 2020Updated 5 years ago
- Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions☆115Jul 20, 2021Updated 4 years ago
- [AKBC 19] Improving Relation Extraction by Pre-trained Language Representations☆106Oct 1, 2021Updated 4 years ago
- Downstream Model Design of Pre-trained Language Model for Relation Extraction Task☆95Dec 8, 2022Updated 3 years ago
- ☆57Aug 10, 2019Updated 6 years ago
- Official implementation of the paper "Towards Zero-Shot Relation Extraction with Attribute Representation Learning."☆57Jun 12, 2023Updated 2 years ago
- DeepIE: Deep Learning for Information Extraction☆1,943Dec 9, 2022Updated 3 years ago
- 2019年百度的三元组抽取比赛，“科学空间队”源码☆769May 16, 2020Updated 5 years ago