studymryang

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Easy_Bert_WordSeg

利用Bert_CRF进行中文分词

Language:Python1900

bert_crf_sequence_annotation

基于Pytorch+BERT+CRF的NLP序列标注模型，目前包括分词，词性标注，命名实体识别等

Language:Python5600

YuanNews

新闻推荐系统

Language:Java25900

Bert_QA

基于Bert的信息检索问答

Language:Python1600

chinese_text_cnn

TextCNN Pytorch实现中文文本分类情感分析

Language:Python56900

MovieRecommend

一个电影推荐系统

Language:Python69700

Agriculture_KnowledgeGraph

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

Language:PythonGPL-3.0391100

CNN-in-Answer-selection

WikiQA，复现论文《APPLYING DEEP LEARNING TO ANSWER SELECTION: A STUDY AND AN OPEN TASK》

Language:PythonMIT2800

KGQA_HLM

基于知识图谱的《红楼梦》人物关系可视化及问答系统

Language:HTML109500

BERT-Event-Extraction

使用bert进行事件抽取。

Language:Python3200

BERT-Relation-Extraction

使用bert进行关系三元组抽取。

Language:Python10900

chinese_sentiment

中文情感分析，CNN，BI-LSTM，文本分类

Language:Python82900

knowledge_reccomend

基于知识图谱的医生推荐系统

Language:PythonMIT5600

pyRecommender

基于知识图谱的推荐系统

Language:PythonMIT14800

DiffusionNER

Code for the paper "DiffusionNER: Boundary Diffusion for Named Entity Recognition", accepted at ACL 2023.

Language:Python8200

net_for_Cryptocurrency

采用神经网络来预测加密货币涨跌，同时采用贝叶斯优化方法调整超参数

Language:Jupyter Notebook2000

News_recommend

基于Spark的新闻推荐系统，包含爬虫项目、web网站以及spark推荐系统

Language:Scala33800

CNN-LSTM-Attention

CNN+LSTM+Attention predict stock

3000

baby-llama2-chinese

用于从头预训练+SFT一个小参数量的中文LLaMa2的仓库；24G单卡即可运行得到一个具备简单中文问答能力的chat-llama2.

Language:PythonMIT232100

ChineseNRE

中文实体关系抽取，pytorch，bilstm+attention

Language:Python74500

Zhongjing

A Chinese medical ChatGPT based on LLaMa, training from large-scale pretrain corpus and multi-turn dialogue dataset.

Language:PythonApache-2.026800

Chinese-LLaMA-Alpaca-LoRA-Tuning

使用LoRA对Chinese-LLaMA-Alpaca进行微调。

Language:Python3200

pytorch_bert_chinese_text_classification

基于pytorch+bert的中文文本分类

Language:Python6900

Fengshenbang-LM

Fengshenbang-LM(封神榜大模型)是IDEA研究院认知计算与自然语言研究中心主导的大模型开源体系，成为中文AIGC和认知智能的基础设施。

Language:PythonApache-2.0395800

HanLP

Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification

Language:PythonApache-2.03298900

DeepKE

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

Language:PythonMIT318500

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Language:PythonMIT5147400

ChatGLM-Finetuning

基于ChatGLM-6B、ChatGLM2-6B、ChatGLM3-6B模型，进行下游具体任务微调，涉及Freeze、Lora、P-tuning、全参微调等

Language:Python256700

awesome-pretrained-chinese-nlp-models

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型&大模型&多模态模型&大语言模型集合

Language:PythonMIT450300

Chinese-Word-Vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

Language:PythonApache-2.01168700