watedu

KBQA-for-Diagnosis

Knowledge Graph,Question Answering System，基于知识图谱和向量检索的医疗诊断问答系统

bert-text

bert文本多分类(情感分析)、bert-bilstm-crf序列标注任务(快递地址的序列标注任务)

sequence_label

序列标注工具，可对文本进行多类别选中标注

bert_slot_tagging

用预训练BERT实现序列标注模型。

nlp_tutorial

NLP超强入门指南，包括各任务sota模型汇总（文本分类、文本匹配、序列标注、文本生成、语言模型），以及代码、技巧

BIO-sequence-label

基于BIO模式的序列标注工具-可用于命名实体识别、事件触发词识别等任务的数据标注

nlp_research

NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文本生成 四大任务

SLTK

序列化标注工具，基于PyTorch实现BLSTM-CNN-CRF模型，CoNLL 2003 English NER测试集F1值为91.10%（word and char feature）。

Bert-BiLSTM-CRF-pytorch

bert-bilstm-crf implemented in pytorch for named entity recognition.

bilstm-crf

双向lstm+crf 序列标注

targer

BiLSTM-CNN-CRF tagger

emnlp2017-bilstm-cnn-crf

BiLSTM-CNN-CRF architecture for sequence tagging

sequence-labeling-BiLSTM-CRF

The BiLSTM-CRF model implementation in Tensorflow, for sequence labeling tasks.

Bert-BiLSTM-CRF-pytorch

使用谷歌预训练bert做字嵌入的BiLSTM-CRF序列标注模型

phantomjs

Scriptable Headless Browser

tour

Code for WWW'21 paper "TOUR: Dynamic Topic and Sentiment Analysis of User Reviews for Assisting App Release"

MERIT

MERIT is a framework for emerging app issue detection

DL_4_NER

Using Bi-LSTM model for NER in English.

DC-BiLSTM

ALBERT_NER

BERT-Classification-Tutorial

Position-Aware-Tagging-for-ASTE

Code and models for the paper " Position-Aware Tagging for Aspect Sentiment Triplet Extraction", EMNLP 2020.

USC-DS-RelationExtraction

Distantly Supervised Relation Extraction

ACOS

The datasets and code of ACL 2021 paper "Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions".

NER

基于tensorflow深度学习的中文的命名实体识别

IDEA

Release code and data for the ICSE'18 paper: Online App Review Analysis for Identifying Emerging Issues. IDEA (IDentifying Emerging issues from App reviews) is a framework for detecting emerging issues from time-sensitive data.

Senti4SD

An emotion-polarity classifier specifically trained on developers' communication channels

CLUENER2020

A PyTorch implementation of a BiLSTM\BERT\Roberta(+CRF) model for Named Entity Recognition.

keras-bert-ner

Keras solution of Chinese NER task using BiLSTM-CRF/BiGRU-CRF/IDCNN-CRF model with Pretrained Language Model: supporting BERT/RoBERTa/ALBERT

sohu2021-baseline

2021搜狐校园文本匹配算法大赛baseline