shushanxingzhe / transformers_nerLinks
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 customize
☆62Updated 4 years ago
Alternatives and similar repositories for transformers_ner
Users that are interested in transformers_ner are comparing it to the libraries listed below
Sorting:
- Named Entity Recognition as Dependency Parsing☆351Updated 2 years ago
- ☆237Updated 4 years ago
- A pytorch implementation of BERT-based relation classification☆149Updated 5 years ago
- Pytorch implementation of LSTM/BERT-CRF for named entity recognition☆385Updated 5 months ago
- Pytorch-Named-Entity-Recognition-with-transformers☆210Updated 5 years ago
- TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)☆172Updated 3 years ago
- Code for the ACL 2020 paper 'tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection'.☆143Updated 2 years ago
- Keyphrase Generation☆220Updated 2 years ago
- Implementation of Nested Named Entity Recognition using BERT☆136Updated 4 years ago
- Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"☆398Updated 2 years ago
- [ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction☆310Updated 2 years ago
- CrossWeigh: Training Named Entity Tagger from Imperfect Annotations☆177Updated last year
- ☆450Updated 3 years ago
- This project provides an unsupervised framework for mining and tagging quality phrases on text corpora with pretrained language models (K…☆174Updated 2 years ago
- [ACL-IJCNLP 2021] Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning☆93Updated 2 years ago
- The code of our paper "SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model"☆121Updated 4 years ago
- BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision☆291Updated 4 years ago
- Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"☆363Updated 2 years ago
- A Pytorch implementation for NER using BiLSTM-CRF☆141Updated 5 years ago
- Event Extraction by Answering (Almost) Natural Questions☆209Updated 3 years ago
- This repository contains the corpora and supplementary data, along with instructions for recreating the experiments, for our paper: "End-…☆91Updated 5 years ago
- cat🐈: the repo for the paper "Embarrassingly Simple Unsupervised Aspect extraction"☆78Updated 5 years ago
- BERT CRF model for Name Entity Recognition in pytorch☆29Updated 2 years ago
- A PyTorch implementation of the BI-LSTM-CRF model.☆258Updated last year
- Lexicon-based Named Entity Recognition☆158Updated 3 years ago
- conlleval in Python (script for chunking/NER evaluation)☆126Updated last year
- ☆183Updated 5 years ago
- Pytorch re-implementation of R-BERT model☆65Updated 5 years ago
- Using pre-trained BERT models for Chinese and English NER with 🤗Transformers☆137Updated 5 years ago
- Code and data for "Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling" (NAACL2019)☆132Updated 4 years ago