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handsomemrli
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personality

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Update config.json

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  1. config.json +78 -88
config.json CHANGED
@@ -1,88 +1,78 @@
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- {
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- "dataset": {
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- "name": "personality_news_dataset",
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- "data_files": {
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- "article_file": "data/article.csv",
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- "train_file": "data/train.tsv",
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- "test_file": "data/test.tsv"
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- },
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- "formats": {
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- "article_format": "csv",
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- "train_format": "tsv",
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- "test_format": "tsv"
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- },
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- "delimiters": {
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- "article_delimiter": ",",
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- "train_delimiter": "\t",
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- "test_delimiter": "\t"
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- }
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- },
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- "columns": {
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- "article_columns": {
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- "article_id": "article_id",
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- "article_text": "article_text"
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- },
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- "train_columns": {
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- "article_id": "article_id",
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- "user_comment": "comment",
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- "speaker_id": "speaker_id",
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- "gender": "gender",
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- "education": "education",
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- "race": "race",
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- "age": "age",
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- "income": "income",
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- "conscientiousness": "personality_conscientiousness",
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- "openness": "personality_openess",
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- "extraversion": "personality_extraversion",
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- "agreeableness": "personality_agreeableness",
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- "stability": "personality_stability",
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- "comment_id": "comment_id"
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- },
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- "test_columns": {
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- "article_id": "article_id",
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- "user_comment": "comment",
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- "speaker_id": "speaker_id",
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- "gender": "gender",
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- "education": "education",
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- "race": "race",
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- "age": "age",
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- "income": "income",
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- "speaker_number": "speaker_number",
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- "comment_id": "comment_id"
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- }
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- },
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- "preprocessing": {
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- "max_seq_length": 128,
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- "padding": "max_length",
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- "truncation": true,
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- "lowercase": true
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- },
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- "data_relationship": {
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- "link_column": "article_id"
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- },
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- "output": {
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- "cache_dir": "cache/",
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- "output_dir": "outputs/"
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- },
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- "model": {
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- "name": "big_five_personality_model",
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- "architecture": "bert-base-uncased",
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- "num_labels": 5,
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- "learning_rate": 3e-5,
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- "batch_size": 16,
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- "epochs": 3,
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- "optimizer": "AdamW",
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- "loss_function": "MSE"
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- },
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- "personality_traits": {
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- "output_labels": {
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- "conscientiousness": "personality_conscientiousness",
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- "openness": "personality_openess",
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- "extraversion": "personality_extraversion",
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- "agreeableness": "personality_agreeableness",
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- "stability": "personality_stability"
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- },
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- "scoring_range": [0, 1],
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- "output_type": "regression"
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- }
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- }
 
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+ {
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+ "dataset": {
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+ "name": "personality_news_dataset",
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+ "data_files": {
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+ "article_file": "data/article.csv",
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+ "train_file": "data/train.tsv",
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+ "test_file": "data/test.tsv"
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+ },
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+ "formats": {
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+ "article_format": "csv",
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+ "train_format": "tsv",
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+ "test_format": "tsv"
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+ },
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+ "delimiters": {
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+ "article_delimiter": ",",
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+ "train_delimiter": "\t",
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+ "test_delimiter": "\t"
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+ }
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+ },
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+ "columns": {
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+ "article_columns": {
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+ "article_id": "article_id",
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+ "article_text": "article_text"
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+ },
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+ "train_columns": {
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+ "article_id": "article_id",
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+ "user_comment": "comment",
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+ "speaker_id": "speaker_id",
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+ "gender": "gender",
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+ "education": "education",
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+ "race": "race",
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+ "age": "age",
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+ "income": "income",
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+ "conscientiousness": "personality_conscientiousness",
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+ "openness": "personality_openess",
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+ "extraversion": "personality_extraversion",
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+ "agreeableness": "personality_agreeableness",
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+ "stability": "personality_stability",
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+ "comment_id": "comment_id"
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+ },
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+ "test_columns": {
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+ "article_id": "article_id",
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+ "user_comment": "comment",
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+ "speaker_id": "speaker_id",
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+ "gender": "gender",
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+ "education": "education",
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+ "race": "race",
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+ "age": "age",
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+ "income": "income",
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+ "speaker_number": "speaker_number",
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+ "comment_id": "comment_id"
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+ }
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+ },
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+ "preprocessing": {
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+ "max_seq_length": 128,
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+ "padding": "max_length",
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+ "truncation": true,
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+ "lowercase": true
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+ },
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+ "data_relationship": {
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+ "link_column": "article_id"
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+ },
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+ "output": {
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+ "cache_dir": "cache/",
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+ "output_dir": "outputs/"
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+ },
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+ "personality_traits": {
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+ "output_labels": {
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+ "conscientiousness": "personality_conscientiousness",
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+ "openness": "personality_openess",
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+ "extraversion": "personality_extraversion",
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+ "agreeableness": "personality_agreeableness",
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+ "stability": "personality_stability"
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+ },
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+ "scoring_range": [0, 1],
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+ "output_type": "regression"
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+ }
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+ }