thunlp / FewRel
A Large-Scale Few-Shot Relation Extraction Dataset
☆732Updated 2 years ago
Alternatives and similar repositories for FewRel:
Users that are interested in FewRel are comparing it to the libraries listed below
- Must-read papers on neural relation extraction (NRE)☆1,032Updated 4 years ago
- Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"☆1,415Updated last year
- Dataset and codes for ACL 2019 DocRED: A Large-Scale Document-Level Relation Extraction Dataset.☆637Updated 4 years ago
- Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018)…☆417Updated 3 years ago
- ☆346Updated 5 years ago
- Source code of K-BERT (AAAI2020)☆967Updated 2 years ago
- A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature Text☆419Updated 6 years ago
- Span-based system for named entity, relation, and event extraction.☆580Updated 9 months ago
- [NAACL 2021] A Frustratingly Easy Approach for Entity and Relation Extraction https://arxiv.org/abs/2010.12812☆803Updated 2 years ago
- Source code for ACL 2019 paper "Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge"☆270Updated 5 years ago
- distant supervised relation extraction models: PCNN MIL (Zeng 2015), PCNN+ATT(Lin 2016). 关系抽取☆500Updated 4 years ago
- PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.☆443Updated 2 years ago
- A list of NLP resources focused on event extraction task☆571Updated last year
- Codes for "TENER: Adapting Transformer Encoder for Named Entity Recognition"☆374Updated 4 years ago
- Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`☆673Updated last year
- Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"☆359Updated last year
- PyTorch code for SpERT: Span-based Entity and Relation Transformer☆699Updated last year
- Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"☆457Updated 2 years ago
- Knowledge triples extraction and knowledge base construction based on dependency syntax for open domain text.☆533Updated 5 years ago
- 1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.☆335Updated 8 months ago
- Neural Relation Extraction implemented in PyTorch☆218Updated 6 years ago
- TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)☆533Updated 3 years ago
- A PyTorch implementation of GraphRel☆274Updated last year
- Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)☆373Updated 4 years ago
- PyTorch implementation of the position-aware attention model for relation extraction☆359Updated 11 months ago
- This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currentl…☆471Updated 2 years ago
- Distantly Supervised Relation Extraction☆419Updated 4 years ago
- PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper☆594Updated last year
- Learning Named Entity Tagger from Domain-Specific Dictionary☆482Updated 5 years ago
- Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)☆435Updated 3 years ago