monologg / R-BERT
Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"
☆352Updated last year
Alternatives and similar repositories for R-BERT:
Users that are interested in R-BERT are comparing it to the libraries listed below
- A pytorch implementation of BERT-based relation classification☆150Updated 4 years ago
- Named Entity Recognition as Dependency Parsing☆348Updated last year
- Pytorch-Named-Entity-Recognition-with-transformers☆208Updated 4 years ago
- Code associated with the paper **Two are Better Than One: Joint Entity and Relation Extraction with Table-Sequence Encoders**, at EMNLP 2…☆195Updated 2 years ago
- Pytorch Solution of Event Extraction Task using BERT on ACE 2005 corpus☆339Updated 5 years ago
- ☆222Updated 3 years ago
- ACE 2005 corpus preprocessing for Event Extraction task☆294Updated 5 years ago
- Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`☆666Updated last year
- Span-based system for named entity, relation, and event extraction.☆580Updated 7 months ago
- Source code for paper "Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling", AAAI 2021☆201Updated last year
- Codes for "TENER: Adapting Transformer Encoder for Named Entity Recognition"☆373Updated 4 years ago
- PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.☆442Updated last year
- Dataset and codes for ACL 2019 DocRED: A Large-Scale Document-Level Relation Extraction Dataset.☆625Updated 4 years ago
- ☆182Updated 5 years ago
- Event Extraction by Answering (Almost) Natural Questions☆207Updated 2 years ago
- Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018)…☆414Updated 3 years ago
- PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper☆588Updated last year
- PyTorch code for SpERT: Span-based Entity and Relation Transformer☆695Updated 11 months ago
- Source code for template-based NER☆211Updated 3 years ago
- Release for ECAI 2020 paper "Joint Extraction of Entities and Relations Based on a Novel Decomposition Strategy"☆159Updated 4 years ago
- Release for acl18 paper "Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism"☆197Updated 2 years ago
- Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"☆390Updated last year
- ☆454Updated 3 years ago
- ☆345Updated 5 years ago
- [NAACL 2021] A Frustratingly Easy Approach for Entity and Relation Extraction https://arxiv.org/abs/2010.12812☆799Updated 2 years ago
- ☆162Updated 3 years ago
- Pytorch implementation of LSTM/BERT-CRF for named entity recognition☆367Updated 2 years ago
- Pytorch reimplement of the paper "A Novel Cascade Binary Tagging Framework for Relational Triple Extraction" ACL2020. The original code i…☆202Updated 4 years ago
- Source code for "Packed Levitated Marker for Entity and Relation Extraction"☆263Updated last year
- TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)☆172Updated 2 years ago