README.md

metadata

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