Datasets
Viewing 1-10 of 43 datasets
ParRoT (Parts and Relations of Things)
11,720 “X relation Y?” True/False questions on parts of everyday things and relational information about these partsAristo • 2023This is the dataset in "Do language models have coherent mental models of everyday things?", ACL 2023.Belief and Reasoning Dataset
BaRDA: A Belief and REasoning Dataset that Separates Factual Accuracy and Reasoning AbilityAristo • 2023BaRDa is a new belief and reasoning dataset for evaluating the factual correctness ("truth") and reasoning accuracy ("rationality", or "honesty") of new language models. It was created in collaboration with, and with the support of, the Open Philanthropy…Lila
A math reasoning benchmark of over 140K natural language questions annotated with Python programsAristo • 2022A comprehensive benchmark for mathematical reasoning with over 140K natural language questions annotated with Python programs and natural language instructions. The data set comes with multiple splits: Lila-IID (train, dev, test), Lila-OOD (train, dev, test…Entailer
Data for "Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning", EMNLP 2022Aristo • 2022Data for "Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning", EMNLP 2022TeachMe
Supplementary data for "Towards Teachable Reasoning Systems: Using a Dynamic Memory ...", EMNLP 2022Aristo • 2022Supplementary data for "Towards Teachable Reasoning Systems: Using a Dynamic Memory ...", EMNLP 2022Multihop Questions via Single-hop Question Composition
Multihop reading comprehension dataset with 2-4 hop questions.Aristo • 2022MuSiQue is a multihop reading comprehension dataset with 2-4 hop questions, built by composing seed questions from 5 existing single-hop datasets. The dataset is constructed with a bottom-up approach that systematically selects composable pairs of single-hop…The Fermi Challenge
A challenge dataset of Fermi (estimation) problems, currently beyond the capabilities of modern methods.Aristo • 2021A challenge dataset of Fermi (estimation) problems, currently beyond the capabilities of modern methods.BeliefBank
4998 facts and 12147 constraints to test a model's consistencyAristo • 2021Dataset of 4998 simple facts and 12147 constraints to test, and improve, a model's accuracy and consistencyEntailmentBank
2k multi-step entailment trees, explaining the answers to ARC science questionsAristo • 20212k multi-step entailment trees, explaining the answers to ARC science questionsStrategyQA
2,780 implicit multi-hop reasoning questionsAI2 Israel, Question Understanding, Aristo • 2021StrategyQA is a question-answering benchmark focusing on open-domain questions where the required reasoning steps are implicit in the question and should be inferred using a strategy. StrategyQA includes 2,780 examples, each consisting of a strategy question…