task_categories:text-classification task_ids:multi-class-classification annotations_creators:professional-annotators language_creators:expert-generated (synthetic data curated by professionals) multilinguality:bilingual source_datasets:original dialogues language:de language:en license:cc-by-sa-4.0 size_categories:1K<n<10K format:parquet format:optimized-parquet modality:text library:datasets library:pandas library:polars library:mlcroissant arxiv:2512.09804 region:us language-resource counseling social-work bilingual dataset fine-grained-classification