Datasets:
Tasks:
Question Answering
Modalities:
Text
Sub-tasks:
closed-domain-qa
Languages:
English
Size:
10K - 100K
License:
| annotations_creators: | |
| - machine-generated | |
| language: | |
| - en | |
| language_creators: | |
| - machine-generated | |
| license: mit | |
| multilinguality: | |
| - monolingual | |
| pretty_name: TOFU | |
| size_categories: | |
| - 1K<n<10K | |
| source_datasets: | |
| - original | |
| tags: | |
| - unlearning | |
| - question answering | |
| - TOFU | |
| - NLP | |
| - LLM | |
| task_categories: | |
| - question-answering | |
| task_ids: | |
| - closed-domain-qa | |
| configs: | |
| - config_name: full | |
| data_files: full.json | |
| default: true | |
| - config_name: forget01 | |
| data_files: forget01.json | |
| - config_name: forget05 | |
| data_files: forget05.json | |
| - config_name: forget10 | |
| data_files: forget10.json | |
| - config_name: retain90 | |
| data_files: retain90.json | |
| - config_name: retain95 | |
| data_files: retain95.json | |
| - config_name: retain99 | |
| data_files: retain99.json | |
| - config_name: world_facts | |
| data_files: world_facts.json | |
| - config_name: real_authors | |
| data_files: real_authors.json | |
| - config_name: forget01_perturbed | |
| data_files: forget01_perturbed.json | |
| - config_name: forget05_perturbed | |
| data_files: forget05_perturbed.json | |
| - config_name: forget10_perturbed | |
| data_files: forget10_perturbed.json | |
| - config_name: retain_perturbed | |
| data_files: retain_perturbed.json | |
| - config_name: world_facts_perturbed | |
| data_files: world_facts_perturbed.json | |
| - config_name: real_authors_perturbed | |
| data_files: real_authors_perturbed.json | |
| - config_name: holdout01 | |
| data_files: holdout01.json | |
| - config_name: holdout05 | |
| data_files: holdout05.json | |
| - config_name: holdout10 | |
| data_files: holdout10.json | |
| - config_name: sample_2 | |
| data_files: | |
| - split: forget | |
| path: kg-samples/forget_sample_2_qa.jsonl | |
| - split: retain | |
| path: kg-samples/retain_sample_2_qa.jsonl | |
| - split: forget_asc | |
| path: kg-samples/forget_sample_2_qa_asc.jsonl | |
| - split: retain_asc | |
| path: kg-samples/retain_sample_2_qa_asc.jsonl | |
| - split: forget_desc | |
| path: kg-samples/forget_sample_2_qa_desc.jsonl | |
| - split: retain_desc | |
| path: kg-samples/retain_sample_2_qa_desc.jsonl | |
| - split: forget_perturbed | |
| path: kg-samples/perturbed_forget_2.jsonl | |
| - split: retain_perturbed | |
| path: kg-samples/perturbed_retain_2.jsonl | |
| - config_name: sample_3 | |
| data_files: | |
| - split: forget | |
| path: kg-samples/forget_sample_3_qa.jsonl | |
| - split: retain | |
| path: kg-samples/retain_sample_3_qa.jsonl | |
| - split: forget_asc | |
| path: kg-samples/forget_sample_3_qa_asc.jsonl | |
| - split: retain_asc | |
| path: kg-samples/retain_sample_3_qa_asc.jsonl | |
| - split: forget_desc | |
| path: kg-samples/forget_sample_3_qa_desc.jsonl | |
| - split: retain_desc | |
| path: kg-samples/retain_sample_3_qa_desc.jsonl | |
| - split: forget_perturbed | |
| path: kg-samples/perturbed_forget_3.jsonl | |
| - split: retain_perturbed | |
| path: kg-samples/perturbed_retain_3.jsonl | |
| - config_name: sample_4 | |
| data_files: | |
| - split: forget | |
| path: kg-samples/forget_sample_4_qa.jsonl | |
| - split: retain | |
| path: kg-samples/retain_sample_4_qa.jsonl | |
| - split: forget_asc | |
| path: kg-samples/forget_sample_4_qa_asc.jsonl | |
| - split: retain_asc | |
| path: kg-samples/retain_sample_4_qa_asc.jsonl | |
| - split: forget_desc | |
| path: kg-samples/forget_sample_4_qa_desc.jsonl | |
| - split: retain_desc | |
| path: kg-samples/retain_sample_4_qa_desc.jsonl | |
| - split: forget_perturbed | |
| path: kg-samples/perturbed_forget_4.jsonl | |
| - split: retain_perturbed | |
| path: kg-samples/perturbed_retain_4.jsonl | |
| - config_name: sample_5 | |
| data_files: | |
| - split: forget | |
| path: kg-samples/forget_sample_5_qa.jsonl | |
| - split: retain | |
| path: kg-samples/retain_sample_5_qa.jsonl | |
| - split: forget_asc | |
| path: kg-samples/forget_sample_5_qa_asc.jsonl | |
| - split: retain_asc | |
| path: kg-samples/retain_sample_5_qa_asc.jsonl | |
| - split: forget_desc | |
| path: kg-samples/forget_sample_5_qa_desc.jsonl | |
| - split: retain_desc | |
| path: kg-samples/retain_sample_5_qa_desc.jsonl | |
| - split: forget_perturbed | |
| path: kg-samples/perturbed_forget_5.jsonl | |
| - split: retain_perturbed | |
| path: kg-samples/perturbed_retain_5.jsonl | |
| - config_name: sample_6 | |
| data_files: | |
| - split: forget | |
| path: kg-samples/forget_sample_6_qa.jsonl | |
| - split: retain | |
| path: kg-samples/retain_sample_6_qa.jsonl | |
| - split: forget_asc | |
| path: kg-samples/forget_sample_6_qa_asc.jsonl | |
| - split: retain_asc | |
| path: kg-samples/retain_sample_6_qa_asc.jsonl | |
| - split: forget_desc | |
| path: kg-samples/forget_sample_6_qa_desc.jsonl | |
| - split: retain_desc | |
| path: kg-samples/retain_sample_6_qa_desc.jsonl | |
| - split: forget_perturbed | |
| path: kg-samples/perturbed_forget_6.jsonl | |
| - split: retain_perturbed | |
| path: kg-samples/perturbed_retain_6.jsonl | |
| - config_name: sample_7 | |
| data_files: | |
| - split: forget | |
| path: kg-samples/forget_sample_7_qa.jsonl | |
| - split: retain | |
| path: kg-samples/retain_sample_7_qa.jsonl | |
| - split: forget_asc | |
| path: kg-samples/forget_sample_7_qa_asc.jsonl | |
| - split: retain_asc | |
| path: kg-samples/retain_sample_7_qa_asc.jsonl | |
| - split: forget_desc | |
| path: kg-samples/forget_sample_7_qa_desc.jsonl | |
| - split: retain_desc | |
| path: kg-samples/retain_sample_7_qa_desc.jsonl | |
| - split: forget_perturbed | |
| path: kg-samples/perturbed_forget_7.jsonl | |
| - split: retain_perturbed | |
| path: kg-samples/perturbed_retain_7.jsonl | |
| # Towards Multi-reference Unlearning |