lavis-nlp / spert
PyTorch code for SpERT: Span-based Entity and Relation Transformer
☆698Updated last year
Alternatives and similar repositories for spert:
Users that are interested in spert are comparing it to the libraries listed below
- [NAACL 2021] A Frustratingly Easy Approach for Entity and Relation Extraction https://arxiv.org/abs/2010.12812☆802Updated 2 years ago
- Span-based system for named entity, relation, and event extraction.☆580Updated 9 months ago
- Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`☆671Updated last year
- PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper☆593Updated last year
- Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018)…☆417Updated 3 years ago
- Pytorch implementation of LSTM/BERT-CRF for named entity recognition☆368Updated 2 years ago
- ☆226Updated 4 years ago
- PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.☆444Updated 2 years ago
- A list of NLP resources focused on event extraction task☆571Updated last year
- Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"☆358Updated last year
- Dataset and codes for ACL 2019 DocRED: A Large-Scale Document-Level Relation Extraction Dataset.☆636Updated 4 years ago
- Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"☆396Updated last year
- Pytorch-Named-Entity-Recognition-with-transformers☆210Updated 4 years ago
- Named Entity Recognition as Dependency Parsing☆348Updated last year
- Codes for "TENER: Adapting Transformer Encoder for Named Entity Recognition"☆374Updated 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…☆196Updated 2 years ago
- ☆458Updated 4 years ago
- [ACL 2020] A Novel Cascade Binary Tagging Framework for Relational Triple Extraction☆783Updated 4 years ago
- Pytorch Solution of Event Extraction Task using BERT on ACE 2005 corpus☆342Updated 5 years ago
- Source code of K-BERT (AAAI2020)☆967Updated 2 years ago
- A Large-Scale Few-Shot Relation Extraction Dataset☆731Updated 2 years ago
- Must-read papers on neural relation extraction (NRE)☆1,032Updated 4 years ago
- A Pytorch implementation for NER using BiLSTM-CRF☆137Updated 4 years ago
- bert-bilstm-crf implemented in pytorch for named entity recognition.☆280Updated 3 years ago
- A collection of some materials of knowledge graph question answering☆368Updated 3 years ago
- Source code for "Packed Levitated Marker for Entity and Relation Extraction"☆262Updated last year
- ACE 2005 corpus preprocessing for Event Extraction task☆295Updated 5 years ago
- Recent trends of Entity Linking, Disambiguation, and Representation.☆345Updated 3 years ago
- ☆449Updated 2 years ago
- ☆346Updated 5 years ago