Papers by Nikhil Abhyankar
H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables (2025.naacl-long)
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| Challenge: | Existing methods for tabular reasoning combine textual and symbolic reasoning in a two-stage process to address these limitations. |
| Approach: | They propose an algorithm that integrates symbolic and semantic (textual) approaches in a two-stage process to address these limitations. |
| Outcome: | The proposed algorithm outperforms state-of-the-art methods across three tabular question-answering and fact-verification datasets, underscoring its effectiveness and efficiency. |