wangy8989 / Chinese-Financial-News-Sentiment-Analysis
We apply from rule-based approach to BERT for a sentiment analysis task on financial texts.
☆10Updated 2 years ago
Alternatives and similar repositories for Chinese-Financial-News-Sentiment-Analysis:
Users that are interested in Chinese-Financial-News-Sentiment-Analysis are comparing it to the libraries listed below
- 使用中文情感词汇本体库进行情感分析，之后对每种情感的文本进行主题分析。Using Chinese Sentiment Dictionary for Sensitive Analysis, Then applying LDA Topic Analysis for each E…☆14Updated 3 years ago
- 这个 项目使用tushare中所有的财经快讯新闻（2018年至今）训练了tfhub中预训练模型bert-base-chinese模型，使之更加符合中文的财经新闻语境。☆13Updated 2 years ago
- [数据+代码] 经典的中文情感词典、情感分析停用词、程度副词、否定词表+中文金融情感词典（包括上市公司文本_正式和股吧社媒文本_非正式）...☆114Updated 2 years ago
- stock trend prediction using multi-source data☆12Updated 3 years ago
- For Chinese comments, the Finbert model was used to conduct polarity analysis and predict stock price rise☆23Updated 4 years ago
- 基于金融知识图谱和情感分析的股价预测模型☆18Updated 3 years ago
- Topic Analysis of Weibo News Based on Title-Weighted LDA Model ；基于标题加权的LDA模型的微博新闻主题分析；タイトル加重LDAモデルに基づくWeiboニューストピック分析☆13Updated 3 years ago
- 财经新闻情感分类数据集☆66Updated 5 years ago
- 本项目主要是对2008年1月1日-2021年12月31日我国1343家非金融企业的系统性风险进行测度并对风险传染机制进行分析，其主要内容包含以下两个部分：（1）基于DCC-GARCH模型的系统性风险（MES）测度，（2）复杂网络的抗毁性分析☆11Updated 2 years ago
- A Chinese financial sentiment word dictionary☆160Updated 3 years ago
- The NLP News Sentiment Factor Trading Strategy for a Portfolio of S&P 500 Stocks☆12Updated 4 years ago
- 中文文本挖掘lda模型，gensim+jieba库☆17Updated 5 years ago
- Shanghai Crude Oil Futures and Stock Market: Time-Varying Correlation and Risk Spillover Effects Study Research Based on the TVP-VAR-DY M…☆11Updated 5 months ago
- 用MLP、TextCNN、RNN、LSTM、GRU、Attention、RCNN、BERT做文本分类、情感分析，对比各模型于温泉旅游评论垂类语料下在情感分类任务上的表现☆92Updated 3 years ago
- Sentiment Analysis by Machine Learning, LSTM and BERT☆67Updated last year
- 基于LDA主题模型的投资者情绪对股价影响研究☆24Updated 4 years ago
- 文本(股吧评论)情感分析☆8Updated 6 years ago
- Try to implement Hybrid Attention Net mentioned in 'Listening to Chaotic Whispers'☆11Updated 3 years ago
- ☆11Updated 2 years ago
- 基于Bert的文本情感分析模型（含semeval14数据集）☆12Updated 5 years ago
- 分两个项目：首先自动爬取巨潮信息网上的年报文件，pdf在线转码成txt格式，再构建词典进行分词☆11Updated 4 years ago
- In order to analyze the sentiment orientation on Chinese social platform, our group scraped raw reposts during the period when domestic C…☆16Updated last year
- TensorFlow implementation of Z. Hu et al. "Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend Predict…☆29Updated 4 months ago
- 上市公司年报分析☆12Updated 5 years ago
- ☆37Updated 4 years ago
- BERTopic 中文使用範例☆10Updated 9 months ago
- 使用LSTM对股票价格进行回归预测，对股价涨跌进行分类预测。We use LSTM to forecast the stock price and classify the rise and fall of the stock price.☆18Updated 4 years ago
- 股票趋势预测☆33Updated 5 years ago
- 通过将对上市公司招股说明书情绪分析的结果与常用财务指标、企业科研指标等结合，综合使用多种分类模型：传统LR、随机森林、XGB、LGB集成学习模型对新上市公司破发情况进行学习和预测，筛选重要特征，并由此来得到一个新股破发分类器。☆12Updated last year
- 利用bert预训练模型生成句向量或词向量☆28Updated 4 years ago