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Published March 20, 2024 | Version v1
Dataset Restricted

Online repository for Paper "XXX"

Creators

Description

Summary

This is the online repository for the ICSE'25 under review paper "XXX".

Environment

  • Defects4J-V1.4.0 (Note that the buggy items in V1.4.0 is identical with V1.2.0, we use V1.4.0 to avoid some problems in V1.2.0)
  • Defects4J-V2.0.0
  • Python version >= 3.8.5

Run AgentFL

It's easy to run AgentFL for localizing a bug with the following command:

python3 run.py --config <CONFIG_DIR> --version <D4J_VERSION> --project <PROJECT> --bugID <BUG_ID> --model <GPT_MODEL_NAME>

For example:

python3 run.py --config Default --version 1.4.0 --project Closure --bugID 26 --model GPT_3_5_TURBO

More configs can be seen under the directory AgentFL/Config

Results

We release all of the results of AgentFL in the AgentFL/Results directory, including the evaluation results on Defects4J V1.4.0/V2.0.0 and the ablation study result.

In the result of each bug, we record all of the prompts, responses, and intermediate outputs.

Human Evaluation Results

The human evaluation results can be found in the file AgentFL/EvaluationResult/DebugResult_d4j140_GPT35_human.xlsx

Files

Restricted

The record is publicly accessible, but files are restricted to users with access.