personality-prediction:在各种著名的人格数据集上使用语言模型和心理语言特征进行自动人格检测的实验，包括论文...
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2021-03-17
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personality-prediction-master.zip （49个子文件） 
personality-prediction-master 
.gitignore 68B
requirements.txt 132B data kaggle psycholinguist_features kaggle_nrc_vad.csv 524KB kaggle_readability.csv 5.11MB kaggle_nrc.csv 1.63MB kaggle_mairesse_labeled.arff 7.39MB kaggle.csv 59.99MB essays psycholinguist_features essays_hourglass.csv 275KB essays_mairesse_labeled.csv 2.35MB essays_senticnet.csv 275KB essays_readability.csv 1.5MB essays_nrc_vad.csv 173KB essays_nrc.csv 479KB essays_mairesse.csv 1.88MB essays_affectivespace.csv 4.81MB mairesse_attributes.csv 1KB essays_liwc.csv 0B author_id_order.csv 48KB essays.csv 17KB nrc_lexicon 
NRC-Emotion-Lexicon.xlsx 596KB NRC-VAD-Lexicon.txt 519KB SHAP visualization.py 7KB
img.png 21KB utils author_100recent.py 2KB data_utils.py 2KB gen_utils.py 4KB dataset_processors.py 6KB linguistic_features_utils.py 4KB README.md 2KB LM_extractor.py 5KB finetune_models MLP_combined_features.py 6KB SVM_psycho_features.py 4KB LR.py 3KB LR_tf.py 5KB MLP_psycho_features.py 4KB SVM_combined_features.py 6KB SVM_LM.py 5KB MLP_LM.py 5KB psycholinguistic_extractors NRC_features_extractor.py 1KB NRC_vad_features_extractor.py 1KB hourglass_features_extractor.py 1KB readability_features_extractor.py 1KB mairesse_processor.py 729B affectivespace_features_extractor.py 1003B meta_features_data senticnet5_df.p 7.66MB essays_concept_count_final.p 16.09MB affectivespace.csv 25.9MB NRC-Emotion-Lexicon.xlsx 596KB NRC-VAD-Lexicon.txt 519KB
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