Papers by Vlastimil Martinek
Calc-X and Calcformers: Empowering Arithmetical Chain-of-Thought through Interaction with Symbolic Systems (2023.emnlp-main)
Copied to clipboard
| Challenge: | Existing language models are notoriously inclined to make factual errors in tasks requiring arithmetic computation. |
| Approach: | They propose to combine existing chain-of-thought datasets into a unified format that can be used to train and evaluate open-source calculator-using models. |
| Outcome: | The proposed model doubles the accuracy of generating correct results compared to baseline models. |