Papers by Sivan Doveh
NumeroLogic: Number Encoding for Enhanced LLMs’ Numerical Reasoning (2024.emnlp-main)
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| Challenge: | Language models struggle with numerical and arithmetical tasks, such as multiplying 3-digit numbers. |
| Approach: | They propose a method to include the count of digits before each number instead of “42”. |
| Outcome: | The proposed format improves the reasoning process before generating the actual number. |