ChatBI vs Logic-LM (Answer Set Programming)

Transforms CSV and Excel files into conversational data analysis by generating and executing Python code to answer natural language questions about datasets with automatic error correction and visualization capabilities.

Enhances language models with formal logical reasoning capabilities by translating natural language problems to Answer Set Programming code, executing symbolic reasoning with Clingo solver, and interpreting results back to natural language for constraint satisfaction and multi-step deduction tasks.

Datasets

CLI Tools

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55

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