Papers by Mika Okamoto
Financial Language Model Evaluation (FLaME) (2025.findings-acl)
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| Challenge: | Language Models (LMs) have demonstrated impressive capabilities with core NLP tasks in finance, but their effectiveness is difficult to assess due to gaps in evaluation methodologies. |
| Approach: | They propose to use a framework to evaluate language models against ‘reasoning-reinforced’ LMs to measure their performance on finance NLP tasks. |
| Outcome: | The proposed frameworks are open-source and provide data and data for the study. |