wangy8989 / Chinese-Financial-News-Sentiment-Analysis
We apply from rule-based approach to BERT for a sentiment analysis task on financial texts.
☆12Updated 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…☆15Updated 4 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。☆12Updated 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）...☆132Updated 2 years ago
- stock trend prediction using multi-source data☆12Updated 4 years ago
- Stock selection and portfolio performance based on ESG Scores☆14Updated 4 years ago
- For Chinese comments, the Finbert model was used to conduct polarity analysis and predict stock price rise☆24Updated 4 years ago
- 基于LDA主题模型的投资者情绪对股价影响研究☆25Updated 4 years ago
- A Chinese financial sentiment word dictionary☆165Updated 3 years ago
- Sentiment Analysis by Machine Learning, LSTM and BERT☆68Updated last year
- 基于金融知识图谱和情感分析的股价预测模型☆18Updated 3 years ago
- 中文文本挖掘lda模型，gensim+jieba库☆17Updated 5 years ago
- 财经新闻情感分类数据集☆68Updated 5 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☆14Updated 3 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 2 years ago
- 基于BERT模型的中文文本情感分类☆36Updated 2 years ago
- A dataset of financial news is used to fine-tune BERT in order to extract investment opportunities.☆25Updated 3 years ago
- TensorFlow implementation of Z. Hu et al. "Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend Predict…☆29Updated 7 months ago
- 文本(股吧评论)情感分析☆8Updated 6 years ago
- A multi-factor stock selection model based on random forest with an average annualized yield of 33.74% from March 2014 to June 2017 when …☆15Updated 6 years ago
- ☆26Updated 5 years ago
- Replication and extension of paper on Conditional Value at Risk (CoVaR) by Adrian and Brunnermeier.☆20Updated 4 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☆13Updated 2 years ago
- 上市公司年报分析☆12Updated 5 years ago
- ☆10Updated 3 years ago
- 一个基础且完整的细粒度情感分析（ABSA，Aspect based sentiment analysis）案例☆83Updated 5 years ago
- Chinese corpus sentiment analysis. 谭松波酒店评论中文文本情感分析☆57Updated last month
- ☆19Updated 3 years ago
- 一个基于中国市场的Fama-French五因子实证研究☆35Updated 2 years ago
- Try to implement Hybrid Attention Net mentioned in 'Listening to Chaotic Whispers'☆11Updated 4 years ago
- 使用SO_PMI互信息算法、词向量法快速构建不同领域(手机、汽车等)的专业情感词典☆93Updated 3 years ago