Papers with feature-based classifiers
What Makes Math Word Problems Challenging for LLMs? (2024.findings-naacl)
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| Challenge: | Experiments show that even quite powerful LLMs are still challenged by MWPs. |
| Approach: | They propose to analyze what makes math word problems (MWPs) in English challenging for large language models (LLMs). |
| Outcome: | The proposed model can handle a range of core NLP tasks, but it has emergent abilities, such as ability to solve mathematical puzzles. |