多轮任务对话管理器状态机

Official implementation of "Explicit Interaction Model towards Text Classification"

CCF ADL 2019 slides for knowledge graph fusion

CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案

intent detection and slot filling 意图识别与槽填充联合模型

使用IDCNN+CRF进行ner任务（pytorch_lightning版）

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

医疗命名实体识别与医疗文本文本生成

该项目是基于医疗领域知识图谱的问答系统。实现比较简单。

中文医疗信息处理基准CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark

MuCGEC中文纠错数据集及文本纠错SOTA模型开源；Code & Data for our NAACL 2022 Paper "MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction"

A data augmentations library for audio, image, text, and video.

text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。

A simple framework for building some basic NLP tasks

KgCLUE: 大规模中文开源知识图谱问答

ACL 2020: Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings

Pytorch implementation of EMNLP 2021 paper "TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph "

基于知识图谱的问答系统

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。

基于知识库的问答：seq2seq模型实践

Open Source Neural Machine Translation and (Large) Language Models in PyTorch

Several SSL methods (Pi model, Mean Teacher) are implemented in pytorch

论文复现《Named Entity Recognition as Dependency Parsing》

全局指针统一处理嵌套与非嵌套NER的Pytorch实现

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

命名体识别(NER)综述-论文-模型-代码(BiLSTM-CRF/BERT-CRF)-竞赛资源总结-随时更新

基于Pytorch的BERT-IDCNN-BILSTM-CRF中文实体识别实现

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）