Papers by Rob Miller
PizzaCommonSense: A Dataset for Commonsense Reasoning about Intermediate Steps in Cooking Recipes (2024.findings-emnlp)
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| Challenge: | Understanding procedural texts is essential for enabling machines to follow instructions and reason about tasks. |
| Approach: | They propose a corpus of cooking recipes enriched with descriptions of intermediate steps . they propose enabling machines to follow instructions and reason about tasks . |
| Outcome: | The proposed model achieves only 26% human-evaluated preference for generations . pizzaCommonsense is a benchmark for the reasoning capabilities of large language models . |