A PyTorch implementation of the BI-LSTM-CRF model.

TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)

基于BERT的中文序列标注

Embeddings: State-of-the-art Text Representations for Natural Language Processing tasks, an initial version of library focus on the Polish Language

A plugin for the GATE language technology framework for training and using machine learning models. Currently supports Mallet (MaxEnt, NaiveBayes, CRF and others), LibSVM, Scikit-Learn, Weka, and DNNs through Pytorch and Keras.

sequence tagging for NER for ULMFiT

Use the famous language model, xlnet, to do sequence tagging/ sequence labelling/ named entity recognition(NER) / noun extraction;

Implementation of BiLSTM-CRF in TF2.0 for Name-Entity-Recognition (NER)

A library for open domain query facet extraction and generation

Code and data for paper 'Fine-tuning ERNIE for chest abnormal imaging signs extraction'

Aspect Extraction Experiments

This repository contains code for the paper: Cisco at SemEval-2021 Task 5: What’s Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online Comments

🍭 Sequence Tagging Models for Information Extraction such as NER

sequence tagging

A naive toolkit for NLP.

Active Learning for Transformer with focus on Sequence Tagging tasks

implementation of NER sequence tagger by TensorFlow.

Named Entity Recognition on ATIS dataset with Transformers

111-01 NTU CSIE5434 Applied Deep Learning (ADL)