ZephyrChenzf
focus on Search, recommendation, advertising、dialog system & deep learning & machine learning & NLP &deep learning system
Pinned Repositories
attention-seq2seq-machine-translation-pytorch
使用pytorch将法语翻译成英语（编码器和解码器以及注意力机制）
Batch_attention_seq2seq_translation-pytorch
Batch_attention_seq2seq_translation by pytorch
capsule-pytorch
use pytorch to complete capsuleNet
Chinese-NER-With-Bert
Use Bert to deal with chinese NER by pytorch
DLSys
Deep Learning System
DualRL
A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer
NER-Sequence-labeling--Textcnn-bilstm-crf-pytorch
pytorch用Textcnn-bilstm-crf模型实现命名实体识别
participle
三个分词器，一个使用bilstm+viterbi，一个使用n-gram，一个使用cnn+bilstm+crf
SF-ID-Network-For-NLU
This is the source implementation of ACL2019 accepted paper: A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling(https://www.aclweb.org/anthology/P19-1544).
text-classification-pytorch
使用pytorch和京东某商品评价数据集，采用不同模型对文本进行分类
ZephyrChenzf's Repositories
ZephyrChenzf/SF-ID-Network-For-NLU
This is the source implementation of ACL2019 accepted paper: A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling(https://www.aclweb.org/anthology/P19-1544).
ZephyrChenzf/Chinese-NER-With-Bert
Use Bert to deal with chinese NER by pytorch
ZephyrChenzf/DLSys
Deep Learning System
ZephyrChenzf/DualRL
A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer
ZephyrChenzf/ZephyrChenzf.github.io
ZephyrChenzf的个人博客
ZephyrChenzf/KOBE
Towards Knowledge-Based Personalized Product Description Generation in E-commerce
ZephyrChenzf/pytorch-pretrained-BERT
The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.
ZephyrChenzf/App-DL
Deep Learning and applications in Startups, CV, Text Mining, NLP
ZephyrChenzf/awesome-bert
bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目
ZephyrChenzf/awesome-knowledge-distillation
Awesome Knowledge Distillation
ZephyrChenzf/awesome-spider
爬虫集合
ZephyrChenzf/ColossalAI
Making large AI models cheaper, faster and more accessible
ZephyrChenzf/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
ZephyrChenzf/DeepSpeedExamples
Example models using DeepSpeed
ZephyrChenzf/dialogue-system-reading-paper-list
对话系统论文阅读目录
ZephyrChenzf/EDA_NLP_for_Chinese
An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。
ZephyrChenzf/funNLP
中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报告、自然语言生成、NLU太难了系列、自动对联数据及机器人、用户名黑名单列表、罪名法务名词及分类模型、微信公众号语料、cs224n深度学习自然语言处理课程、中文手写汉字识别、中文自然语言处理 语料/数据集、变量命名神器、分词语料库+代码、任务型对话英文数据集、ASR 语音数据集 + 基于深度学习的中文语音识别系统、笑声检测器、Microsoft多语言数字/单位/如日期时间识别包、中华新华字典数据库及api(包括常用歇后语、成语、词语和汉字)、文档图谱自动生成、SpaCy 中文模型、Common Voice语音识别数据集新版、神经网络关系抽取、基于bert的命名实体识别、关键词(Keyphrase)抽取包pke、基于医疗领域知识图谱的问答系统、基于依存句法与语义角色标注的事件三元组抽取、依存句法分析4万句高质量标注数据、cnocr：用来做中文OCR的Python3包、中文人物关系知识图谱项目、中文nlp竞赛项目及代码汇总、中文字符数据、speech-aligner: 从“人声语音”及其“语言文本”产生音素级别时间对齐标注的工具、AmpliGraph: 知识图谱表示学习(Python)库：知识图谱概念链接预测、Scattertext 文本可视化(python)、语言/知识表示工具：BERT & ERNIE、中文对比英文自然语言处理NLP的区别综述、Synonyms中文近义词工具包、HarvestText领域自适应文本挖掘工具（新词发现-情感分析-实体链接等）、word2word：(Python)方便易用的多语言词-词对集：62种语言/3,564个多语言对、语音识别语料生成工具：从具有音频/字幕的在线视频创建自动语音识别(ASR)语料库、构建医疗实体识别的模型（包含词典和语料标注）、单文档非监督的关键词抽取、Kashgari中使用gpt-2语言模型、开源的金融投资数据提取工具、文本自动摘要库TextTeaser: 仅支持英文、人民日报语料处理工具集、一些关于自然语言的基本模型、基于14W歌曲知识库的问答尝试--功能包括歌词接龙and已知歌词找歌曲以及歌曲歌手歌词三角关系的问答、基于Siamese bilstm模型的相似句子判定模型并提供训练数据集和测试数据集、用Transformer编解码模型实现的根据Hacker News文章标题自动生成评论、用BERT进行序列标记和文本分类的模板代码、LitBank：NLP数据集——支持自然语言处理和计算人文学科任务的100部带标记英文小说语料、百度开源的基准信息抽取系统、虚假新闻数据集、Facebook: LAMA语言模型分析，提供Transformer-XL/BERT/ELMo/GPT预训练语言模型的统一访问接口、CommonsenseQA：面向常识的英文QA挑战。
ZephyrChenzf/generative-recommenders
Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152, ICML'24).
ZephyrChenzf/Hierarchical-Actor-Critic-HAC-PyTorch
PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments
ZephyrChenzf/learnGitBranching
An interactive git visualization to challenge and educate!
ZephyrChenzf/mindspore
MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.
ZephyrChenzf/Paper-Reading
Paper reading list in natural language processing, including dialogue system, text summarization, topic modeling, etc.
ZephyrChenzf/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
ZephyrChenzf/pytorch-fm
Factorization Machine models in PyTorch
ZephyrChenzf/Speech-Transformer
PyTorch re-implementation of Speech-Transformer
ZephyrChenzf/Style-Transfer-in-Text
Paper List for Style Transfer in Text
ZephyrChenzf/Task-Oriented-Dialogue-Dataset-Survey
A dataset survey about task-oriented dialogue, including recent datasets and SoA results & papers.
ZephyrChenzf/tensorflow_practice
tensorflow实战练习，包括强化学习、推荐系统、nlp等
ZephyrChenzf/transformers_tasks
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF etc.
ZephyrChenzf/xlnet
XLNet: Generalized Autoregressive Pretraining for Language Understanding