Datasets:
| language: | |
| - "en" | |
| pretty_name: "Assertiveness Corpus" | |
| tags: | |
| - assertiveness | |
| - sentiment-analysis | |
| - NLP | |
| license: "mit" | |
| task_categories: | |
| - text-classification | |
| # Assertiveness Corpus | |
| ## Description | |
| A compiled dataset of 6000 texts from multiple sources, scored using SciBert for assertiveness. | |
| ## Source | |
| 1. Prompting llama 3 8B model to explain why a statement from the LIAR dataset is wrong or right. Explanation of the model and the assertiveness score rated by PEI’s model kept. | |
| 2. User level comments from change my view subreddit. | |
| 3. AG news dataset. | |
| ```python | |
| from datasets import load_dataset | |
| ds = load_dataset("fancyzhx/ag_news") | |
| ``` | |
| https://huggingface.co/datasets/fancyzhx/ag_news | |
| 4. PeS2o dataset. | |
| https://huggingface.co/datasets/allenai/peS2o | |
| 5. Human annotated assertiveness data from the survey. | |
| To be added to the data later | |
| 6. Bioscope corpus. | |
| 7. Anthropic's article corpus for persuasiveness analysis. | |
| ```python | |
| from datasets import load_dataset | |
| # Loading the data | |
| dataset = load_dataset("Anthropic/persuasion") | |
| ``` | |
| https://huggingface.co/datasets/Anthropic/persuasion | |
| ## Citation | |
| To be done | |