diff --git a/221017000220/README.md b/221017000220/README.md index 23dfc4013..9ad91bed2 100644 --- a/221017000220/README.md +++ b/221017000220/README.md @@ -1 +1,7 @@ -# 221017000220 \ No newline at end of file +# Report +This NLP project is a sentimental classification model based upon the dataset on Weibo, China's version of Twitter. +![image](https://github.com/ZhangLockerberg/nlp23projects/assets/68580303/0cf580ec-d5b7-4bbe-9061-bcb8152b0551) +![image](https://github.com/ZhangLockerberg/nlp23projects/assets/68580303/61fca2c4-736c-4c50-b8b0-aaec618cbd97) +The training process employs keras framework and achieved 92.64% accuracy, thus no pretrained NLP model is involved. The accuracy was improved by introducing LSTM layers.(see charts below) +![image](https://github.com/ZhangLockerberg/nlp23projects/assets/68580303/c5a68a4c-d93d-4ddb-ac1d-dd2ca2f3e092) +![image](https://github.com/ZhangLockerberg/nlp23projects/assets/68580303/47ac6672-6004-4454-b42f-a62ffa720493)