📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).
☆1,229Jan 27, 2022Updated 4 years ago
Alternatives and similar repositories for awesome-relation-extraction
Users that are interested in awesome-relation-extraction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Must-read papers on neural relation extraction (NRE)☆1,031Nov 10, 2020Updated 5 years ago
- An Open-Source Package for Neural Relation Extraction (NRE)☆4,450Jan 10, 2024Updated 2 years ago
- Tensorflow Implementation of "Semantic Relation Classification via Bidirectional LSTM Networks with Entity-aware Attention using Latent E…☆112Feb 21, 2019Updated 7 years ago
- Tensorflow Implementation of Convolutional Neural Network for Relation Extraction (COLING 2014, NAACL 2015)☆219Oct 26, 2018Updated 7 years ago
- A Large-Scale Few-Shot Relation Extraction Dataset☆746May 4, 2022Updated 3 years ago
- Distantly Supervised Relation Extraction☆421May 21, 2020Updated 5 years ago
- EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information☆250Mar 24, 2023Updated 2 years ago
- PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper☆604Sep 24, 2023Updated 2 years ago
- A curated list of awesome knowledge graph tutorials, projects and communities.☆781Jan 24, 2023Updated 3 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
- A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)☆704Jul 7, 2021Updated 4 years ago
- Dataset and codes for ACL 2019 DocRED: A Large-Scale Document-Level Relation Extraction Dataset.☆649Dec 1, 2020Updated 5 years ago
- Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)☆372Jul 29, 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
- Hierarchical Neural Relation Extraction☆94Jul 30, 2020Updated 5 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
- 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
- A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.☆503Oct 25, 2022Updated 3 years ago
- PyTorch code for SpERT: Span-based Entity and Relation Transformer☆712Feb 1, 2024Updated 2 years ago
- [AKBC 19] Improving Relation Extraction by Pre-trained Language Representations☆106Oct 1, 2021Updated 4 years ago
- Joint Neural Relation Extraction with Text and KGs☆187Nov 3, 2022Updated 3 years ago
- [NAACL 2021] A Frustratingly Easy Approach for Entity and Relation Extraction https://arxiv.org/abs/2010.12812☆811Jul 7, 2022Updated 3 years ago
- PyTorch implementation of the position-aware attention model for relation extraction☆361Apr 24, 2024Updated last year
- Context-Aware Representations for Knowledge Base Relation Extraction☆290Nov 21, 2022Updated 3 years ago
- Open Information Extraction (OpenIE) and Open Relation Extraction (ORE) papers and data.☆162Feb 13, 2020Updated 6 years ago
- ☆57Dec 7, 2022Updated 3 years ago
- Neural Relation Extraction implemented in PyTorch☆220Nov 15, 2018Updated 7 years ago
- Multiple-Relations-Extraction-Only-Look-Once. Just look at the sentence once and extract the multiple pairs of entities and their corresp…☆348Jul 25, 2019Updated 6 years ago
- BERT + reproduce "Joint entity recognition and relation extraction as a multi-head selection problem" for Chinese and English IE☆143Jul 25, 2024Updated last year
- Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the mo…☆22,975Jul 28, 2024Updated last year
- 论文实现(ACL2019)：《Matching the Blanks: Distributional Similarity for Relation Learning》☆153Dec 8, 2022Updated 3 years ago
- Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT☆811Jul 30, 2020Updated 5 years ago
- TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Rel…☆189Apr 15, 2019Updated 6 years ago
- [ACL 2020] A Novel Cascade Binary Tagging Framework for Relational Triple Extraction☆811Sep 15, 2020Updated 5 years ago
- ☆126Nov 17, 2021Updated 4 years ago
- Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)☆435Mar 22, 2022Updated 4 years ago
- Joint Extraction of Entities and Relations Based on cnn+rnn☆184Jun 1, 2021Updated 4 years ago
- This repo will cover almost all the papers related to Neural Relation Extraction in ACL, EMNLP, COLING, NAACL, AAAI, IJCAI in 2019.☆104Jan 9, 2020Updated 6 years ago
- supervised relation extraction for PCNN (Zeng 2014) in pytorch 关系抽取☆137Mar 23, 2019Updated 7 years ago