✨TabDSR: Decompose, Sanitize, and Reason for Complex Numerical Reasoning in Tabular Data
📝 Summary:
TabDSR improves LLM performance on complex tabular numerical reasoning by decomposing queries, sanitizing tables, and using program-of-thoughts reasoning. It achieves state-of-the-art accuracy, consistently outperforming existing methods.
🔹 Publication Date: Published on Nov 4
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2511.02219
• PDF: https://arxiv.org/pdf/2511.02219
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For more data science resources:
✓ https://t.iss.one/DataScienceT
#LLM #TabularData #NumericalReasoning #DataScience #AI
📝 Summary:
TabDSR improves LLM performance on complex tabular numerical reasoning by decomposing queries, sanitizing tables, and using program-of-thoughts reasoning. It achieves state-of-the-art accuracy, consistently outperforming existing methods.
🔹 Publication Date: Published on Nov 4
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2511.02219
• PDF: https://arxiv.org/pdf/2511.02219
==================================
For more data science resources:
✓ https://t.iss.one/DataScienceT
#LLM #TabularData #NumericalReasoning #DataScience #AI