| # TruthfulQA | |
| ### Paper | |
| Title: `TruthfulQA: Measuring How Models Mimic Human Falsehoods` | |
| Abstract: `https://arxiv.org/abs/2109.07958` | |
| Homepage: `https://github.com/sylinrl/TruthfulQA` | |
| ### Citation | |
| ``` | |
| @inproceedings{lin-etal-2022-truthfulqa, | |
| title = "{T}ruthful{QA}: Measuring How Models Mimic Human Falsehoods", | |
| author = "Lin, Stephanie and | |
| Hilton, Jacob and | |
| Evans, Owain", | |
| booktitle = "Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)", | |
| month = may, | |
| year = "2022", | |
| address = "Dublin, Ireland", | |
| publisher = "Association for Computational Linguistics", | |
| url = "https://aclanthology.org/2022.acl-long.229", | |
| doi = "10.18653/v1/2022.acl-long.229", | |
| pages = "3214--3252", | |
| } | |
| ``` | |
| ### Groups and Tasks | |
| #### Groups | |
| * Not part of a group yet. | |
| #### Tasks | |
| * `truthfulqa_mc1`: `Multiple-choice, single answer` | |
| * `truthfulqa_mc2`: `Multiple-choice, multiple answers` | |
| * `truthfulqa_gen`: `Answer generation` | |
| ### Checklist | |
| For adding novel benchmarks/datasets to the library: | |
| * [ ] Is the task an existing benchmark in the literature? | |
| * [ ] Have you referenced the original paper that introduced the task? | |
| * [ ] If yes, does the original paper provide a reference implementation? If so, have you checked against the reference implementation and documented how to run such a test? | |
| If other tasks on this dataset are already supported: | |
| * [ ] Is the "Main" variant of this task clearly denoted? | |
| * [ ] Have you provided a short sentence in a README on what each new variant adds / evaluates? | |
| * [ ] Have you noted which, if any, published evaluation setups are matched by this variant? | |