| { | |
| "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" | |
| } | |
| } | |