├── README.md ├── code ├── SSWE&w2vSenti │ └── CNN-w2vSentiUsswe-non_satic.ipynb ├── SSWE │ ├── CNN-sswe.ipynb │ └── lstm-sswe.ipynb ├── glove&SSWE │ └── CNN-gls-non_satic.ipynb ├── glove&w2vSenti │ └── CNN-w2vSentiUglove-non_satic.ipynb ├── glove │ ├── CNN-glove.ipynb │ └── lstm-glove.ipynb ├── w2v │ ├── CNN-w2v.ipynb │ └── lstm-w2v.ipynb ├── w2vSenti&glove&SSWE │ └── CNN-gss-non_satic 2.ipynb └── w2vSenti │ └── CNN-w2vSenti-non_satic.ipynb └── img ├── cnn_glove_plot_classify_report.png ├── cnn_gls_plot_classify_report.png ├── cnn_gss_plot_classify_report0.590.png ├── cnn_gss_plot_classify_report_test0.595.png ├── cnn_sswe-u_plot_classify_report.png ├── cnn_w2vS&sswe_plot_classify_report0.598.png ├── cnn_w2vSentiUglove_plot_classify_report0.608.png ├── cnn_w2vSenti_plot_classify_report0.60.png ├── cnn_w2v_my_plot_classify_report0.563.png ├── lstm_glove_plot_classif_report 0.55.png ├── lstm_sswe-u_plot_classif_report0.png ├── lstm_w2c_my_plot_classify_report0.583.png └── table3.PNG /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/README.md -------------------------------------------------------------------------------- /code/SSWE&w2vSenti/CNN-w2vSentiUsswe-non_satic.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/code/SSWE&w2vSenti/CNN-w2vSentiUsswe-non_satic.ipynb -------------------------------------------------------------------------------- /code/SSWE/CNN-sswe.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/code/SSWE/CNN-sswe.ipynb -------------------------------------------------------------------------------- /code/SSWE/lstm-sswe.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/code/SSWE/lstm-sswe.ipynb -------------------------------------------------------------------------------- /code/glove&SSWE/CNN-gls-non_satic.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/code/glove&SSWE/CNN-gls-non_satic.ipynb -------------------------------------------------------------------------------- /code/glove&w2vSenti/CNN-w2vSentiUglove-non_satic.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/code/glove&w2vSenti/CNN-w2vSentiUglove-non_satic.ipynb -------------------------------------------------------------------------------- /code/glove/CNN-glove.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/code/glove/CNN-glove.ipynb -------------------------------------------------------------------------------- /code/glove/lstm-glove.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/code/glove/lstm-glove.ipynb -------------------------------------------------------------------------------- /code/w2v/CNN-w2v.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/code/w2v/CNN-w2v.ipynb -------------------------------------------------------------------------------- /code/w2v/lstm-w2v.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/code/w2v/lstm-w2v.ipynb -------------------------------------------------------------------------------- /code/w2vSenti&glove&SSWE/CNN-gss-non_satic 2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/code/w2vSenti&glove&SSWE/CNN-gss-non_satic 2.ipynb -------------------------------------------------------------------------------- /code/w2vSenti/CNN-w2vSenti-non_satic.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/code/w2vSenti/CNN-w2vSenti-non_satic.ipynb -------------------------------------------------------------------------------- /img/cnn_glove_plot_classify_report.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/img/cnn_glove_plot_classify_report.png -------------------------------------------------------------------------------- /img/cnn_gls_plot_classify_report.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/img/cnn_gls_plot_classify_report.png -------------------------------------------------------------------------------- /img/cnn_gss_plot_classify_report0.590.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/img/cnn_gss_plot_classify_report0.590.png -------------------------------------------------------------------------------- /img/cnn_gss_plot_classify_report_test0.595.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/img/cnn_gss_plot_classify_report_test0.595.png -------------------------------------------------------------------------------- /img/cnn_sswe-u_plot_classify_report.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/img/cnn_sswe-u_plot_classify_report.png -------------------------------------------------------------------------------- /img/cnn_w2vS&sswe_plot_classify_report0.598.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/img/cnn_w2vS&sswe_plot_classify_report0.598.png -------------------------------------------------------------------------------- /img/cnn_w2vSentiUglove_plot_classify_report0.608.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/img/cnn_w2vSentiUglove_plot_classify_report0.608.png -------------------------------------------------------------------------------- /img/cnn_w2vSenti_plot_classify_report0.60.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/img/cnn_w2vSenti_plot_classify_report0.60.png -------------------------------------------------------------------------------- /img/cnn_w2v_my_plot_classify_report0.563.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/img/cnn_w2v_my_plot_classify_report0.563.png -------------------------------------------------------------------------------- /img/lstm_glove_plot_classif_report 0.55.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/img/lstm_glove_plot_classif_report 0.55.png -------------------------------------------------------------------------------- /img/lstm_sswe-u_plot_classif_report0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/img/lstm_sswe-u_plot_classif_report0.png -------------------------------------------------------------------------------- /img/lstm_w2c_my_plot_classify_report0.583.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/img/lstm_w2c_my_plot_classify_report0.583.png -------------------------------------------------------------------------------- /img/table3.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chrisHuxi/w2vSenti_sentiment-word-embedding-based-on-W2V/HEAD/img/table3.PNG --------------------------------------------------------------------------------