{ "dataset": { "name": "personality_news_dataset", "data_files": { "article_file": "data/article.csv", "train_file": "data/train.tsv", "test_file": "data/test.tsv" }, "formats": { "article_format": "csv", "train_format": "tsv", "test_format": "tsv" }, "delimiters": { "article_delimiter": ",", "train_delimiter": "\t", "test_delimiter": "\t" } }, "columns": { "article_columns": { "article_id": "article_id", "article_text": "article_text" }, "train_columns": { "article_id": "article_id", "user_comment": "comment", "speaker_id": "speaker_id", "gender": "gender", "education": "education", "race": "race", "age": "age", "income": "income", "conscientiousness": "personality_conscientiousness", "openness": "personality_openess", "extraversion": "personality_extraversion", "agreeableness": "personality_agreeableness", "stability": "personality_stability", "comment_id": "comment_id" }, "test_columns": { "article_id": "article_id", "user_comment": "comment", "speaker_id": "speaker_id", "gender": "gender", "education": "education", "race": "race", "age": "age", "income": "income", "speaker_number": "speaker_number", "comment_id": "comment_id" } }, "preprocessing": { "max_seq_length": 128, "padding": "max_length", "truncation": true, "lowercase": true }, "data_relationship": { "link_column": "article_id" }, "output": { "cache_dir": "cache/", "output_dir": "outputs/" }, "personality_traits": { "output_labels": { "conscientiousness": "personality_conscientiousness", "openness": "personality_openess", "extraversion": "personality_extraversion", "agreeableness": "personality_agreeableness", "stability": "personality_stability" }, "scoring_range": [0, 10], "output_type": "regression" } }