notesum.ai
Published at November 6Number Cookbook: Number Understanding of Language Models and How to Improve It
cs.CL
cs.AI
Released Date: November 6, 2024
Authors: Haotong Yang, Yi Hu, Shijia Kang, Zhouchen Lin, Muhan Zhang1
Aff.: 1Institution for Artificial Intelligence, Peking University

| Elementary arithmetic | Comparison | Digit Understanding | Conversion | ||||||||||||||||||||||||||||
| Add | Sub | Multiply | Truediv | Floordiv | Mod | Max | Min |
|
|
|
|
Length | Count |
|
|
|
|||||||||||||||
| Integer | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | |||||||||||||||
| Float | ✓ | ✓ | ✓ | ✗ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ||||||||||||||||||
| Fraction | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ||||||||||||||||||||||||
| Scientific | ✓ | ✓ | ✓ | ✗ | ✓ | ✓ | ✓ | ||||||||||||||||||||||||