conftrace_

arithmetic task

4 papers

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Co-occurring keywords · papers mentioning both

position coupling (1) digit prediction (1) llama 2 (1) large language model (1) multi-step reasoning (1) arithmetic reasoning (1) chain of thought (1) confidence estimation (1) length generalization (1) continual pre-training (1)

Papers

A Tale of Tails: Model Collapse as a Change of Scaling Laws ICML 2024 Language Models Do Hard Arithmetic Tasks Easily and Hardly Do Easy Arithmetic Tasks ACL 2024 Position Coupling: Improving Length Generalization of Arithmetic Transformers Using Task Structure NeurIPS 2024 Learning Multi-Step Reasoning by Solving Arithmetic Tasks ACL 2023