111-01 NTU CSIE5434 Applied Deep Learning (ADL)

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

This repository contains the code of my solution for the SemEval-2022 Shared Task 10: Structured Sentiment Analysis.

Aspect Extraction Experiments

Named Entity Recognition on ATIS dataset with Transformers

Active Learning for Transformer with focus on Sequence Tagging tasks

implementation of NER sequence tagger by TensorFlow.

A library for open domain query facet extraction and generation

A naive toolkit for NLP.

sequence tagging

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

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

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

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

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

基于BERT的中文序列标注