mrmichaeladavis / FlexKBQA

FlexKBQA

This repository is the official implementation of FlexKBQA.

FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering

Framework

Usage

Automatic Program Sampling

• cd flexkbqa/automatic_program_sampling
• python step_wise_grounding.py
• python post_process_grounding_1.py
• python post_process_grounding_2.py
• python parse_sparql.py / python parse_sparql_grail.py

Low-Resource Program Translation

• cd run_scripts
• sh run.sh/ sh run_turbo.sh

Execution-Guided Self-Training

• cd flexkbqa/execution-guided self-training

Inherent Reasoning

• cd flexkbqa/inherent reasoning

Under Construction...