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
☆63Updated 3 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☆349Updated last year
- The code of our paper "SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model"☆121Updated 4 years ago
- Keyphrase Generation☆220Updated last year
- Pytorch-Named-Entity-Recognition-with-transformers☆210Updated 5 years ago
- CrossWeigh: Training Named Entity Tagger from Imperfect Annotations☆177Updated 11 months ago
- Pytorch implementation of LSTM/BERT-CRF for named entity recognition☆378Updated last month
- ☆209Updated 4 years ago
- [ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction☆308Updated 2 years ago
- TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)☆172Updated 3 years ago
- ☆231Updated 4 years ago
- Code for the ACL 2020 paper 'tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection'.☆142Updated 2 years ago
- A Pytorch implementation for NER using BiLSTM-CRF☆140Updated 5 years ago
- BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision☆290Updated 4 years ago
- Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"☆360Updated 2 years ago
- Named Entity Recognition as Dependency Parsing☆39Updated 5 years ago
- conlleval in Python (script for chunking/NER evaluation)☆126Updated last year
- This project provides an unsupervised framework for mining and tagging quality phrases on text corpora with pretrained language models (K…☆172Updated 2 years ago
- code for our 2019 paper: "Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment…☆188Updated last year
- Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"☆396Updated last year
- This repository contains code and datasets related to entity/knowledge papers from the VERT (Versatile Entity Recognition & disambiguatio…☆278Updated last year
- A pytorch implementation of BERT-based relation classification☆149Updated 4 years ago
- Semantics-aware BERT for Language Understanding (AAAI 2020)☆288Updated 2 years ago
- cat🐈: the repo for the paper "Embarrassingly Simple Unsupervised Aspect extraction"☆78Updated 4 years ago
- Implementation of Nested Named Entity Recognition using BERT☆136Updated 3 years ago
- Large, curated set of benchmark datasets for evaluating automatic keyphrase extraction algorithms.☆146Updated 5 years ago
- ☆450Updated 2 years ago
- Event Extraction by Answering (Almost) Natural Questions☆209Updated 2 years ago
- This repository contains the code for EMNLP-2021 paper "Word-Level Coreference Resolution"☆107Updated 2 years ago
- ☆183Updated 5 years ago
- A PyTorch implementation of the BI-LSTM-CRF model.☆254Updated 8 months ago