ANI: Adaptive Numerical Injection for Unifying Semantic and Arithmetic Representations in Numerical Reasoning
cs.AI
Submitted: 2026-09-30
Updated: 2026-09-30
Code: https://github.com/Jinsung-Jeon/ANI_EMNLP
Sources
- GPT-4 Technical Report
- Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks
- Training Verifiers to Solve Math Word Problems
- xVal: A Continuous Numerical Tokenization for Scientific Language Models
- The Llama 3 Herd of Models
- Measuring Mathematical Problem Solving With the MATH Dataset
- Scaling Laws for Neural Language Models
- Investigating the Limitations of Transformers with Simple Arithmetic Tasks
- Multiplex Thinking: Reasoning via Token-wise Branch-and-Merge
- Emergent Abilities of Large Language Models
- Qwen3 Technical Report
- FoNE: Precise Single-Token Number Embeddings via Fourier Features
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