pyvandenbussche / transformers-ner
Experiment on NER task using Huggingface state-of-the-art Transformers Natural Language Models library
☆40Updated last year
Related projects ⓘ
Alternatives and complementary repositories for transformers-ner
- This repository contains the corpora and supplementary data, along with instructions for recreating the experiments, for our paper: "End-…☆91Updated 4 years ago
- Implementation of Nested Named Entity Recognition using BERT☆138Updated 3 years ago
- Pytorch re-implementation of R-BERT model☆67Updated 4 years ago
- TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)☆173Updated 2 years ago
- Self-supervised NER prototype - updated version (69 entity types - 17 broad entity groups). Uses pretrained BERT models with no fine tuni…☆80Updated 2 years ago
- Relation Classification - SEMEVAL 2010 task 8 dataset☆56Updated 5 years ago
- Named Entity Recognition with Pretrained XLM-RoBERTa☆87Updated 3 years ago
- [ACL 19] Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction☆85Updated 5 months ago
- ☆72Updated 2 years ago
- Implementation for Extracting Multiple-Relations in One-Passwith Pre-Trained Transformers☆80Updated 5 years ago
- This is the official code for Extractive Summarization of Long Documents by Combining Global and Local Context☆69Updated 4 years ago
- [AKBC 19] Improving Relation Extraction by Pre-trained Language Representations☆108Updated 3 years ago
- CrossWeigh: Training Named Entity Tagger from Imperfect Annotations☆176Updated 3 months ago
- Add CRF or LSTM+CRF for huggingface transformers bert to perform better on NER task. It is very simple to use and very convenient to cust…☆63Updated 3 years ago
- Massively Multilingual Transfer for NER☆85Updated 3 years ago
- [ACL 20] TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task☆70Updated 4 years ago
- Code for ACL '19 paper: Towards Improving Neural Named Entity Recognition with Gazetteers☆32Updated 3 years ago
- Source code for paper Neural Architectures for Nested NER through Linearization☆91Updated 5 years ago
- A pytorch implementation of BERT-based relation classification☆152Updated 4 years ago
- Named Entity Recognition as Dependency Parsing☆39Updated 4 years ago
- Implementation for "Deeper Task-Specificity Improves Joint Entity and Relation Extraction"☆21Updated last year
- Codes for the paper Hierarchical Contextualized Representation for Named Entity Recognition☆51Updated 4 years ago
- Code, datasets, and results for "Transfer Learning for Entity Recognition of Novel Classes," Rodriguez, Caldwell, and Liu (COLING, 2018).☆36Updated 6 years ago
- This repository will contain the data and codes for WNUT 2020 NER task☆51Updated last year
- ☆57Updated 3 years ago
- Code for EMNLP 2019 paper "A Boundary-aware Neural Model for Nested Named Entity Recognition"☆90Updated 2 years ago
- This repo contains the code for ACL2020 paper "Coreference Resolution as Query-based Span Prediction"☆140Updated 4 years ago
- Framework to learn Named Entity Recognition models without labelled data using weak supervision.☆124Updated 3 years ago
- ☆182Updated 4 years ago
- reference pytorch code for named entity tagging☆86Updated last month