| # ASDiv | |
| ### Paper | |
| Title: `ASDiv: A Diverse Corpus for Evaluating and Developing English Math Word Problem Solvers` | |
| Abstract: https://arxiv.org/abs/2106.15772 | |
| ASDiv (Academia Sinica Diverse MWP Dataset) is a diverse (in terms of both language | |
| patterns and problem types) English math word problem (MWP) corpus for evaluating | |
| the capability of various MWP solvers. Existing MWP corpora for studying AI progress | |
| remain limited either in language usage patterns or in problem types. We thus present | |
| a new English MWP corpus with 2,305 MWPs that cover more text patterns and most problem | |
| types taught in elementary school. Each MWP is annotated with its problem type and grade | |
| level (for indicating the level of difficulty). | |
| NOTE: We currently ignore formulas for answer generation. | |
| Homepage: https://github.com/chaochun/nlu-asdiv-dataset | |
| ### Citation | |
| ``` | |
| @misc{miao2021diverse, | |
| title={A Diverse Corpus for Evaluating and Developing English Math Word Problem Solvers}, | |
| author={Shen-Yun Miao and Chao-Chun Liang and Keh-Yih Su}, | |
| year={2021}, | |
| eprint={2106.15772}, | |
| archivePrefix={arXiv}, | |
| primaryClass={cs.AI} | |
| } | |
| ``` | |
| ### Groups and Tasks | |
| #### Groups | |
| * Not part of a group yet. | |
| #### Tasks | |
| * `asdiv` | |
| ### 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? | |