Papers by Carlos Gemmell
ToolWriter: Question Specific Tool Synthesis for Tabular Data (2023.emnlp-main)
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| Challenge: | Tabular question answering (TQA) requires joint reasoning of natural language with large amounts of semi-structured data. |
| Approach: | They propose to use query-specific programs to generate query-based tools to simplify large tables and detect when to apply them to transform tables. |
| Outcome: | The proposed tool improves state-of-the-art on two tabular question-answering datasets. |