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05/24/2023
Understanding Arithmetic Reasoning in Language Models using Causal Mediation Analysis
Mathematical reasoning in large language models (LLMs) has garnered atte...
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12/01/2022
Distilling Multi-Step Reasoning Capabilities of Large Language Models into Smaller Models via Semantic Decompositions
Step-by-step reasoning approaches like chain-of-thought (CoT) have prove...
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10/21/2022
A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models
We have recently witnessed a number of impressive results on hard mathem...
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10/07/2022