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RQ1: LLM Selection. How do popular LLMs perform as the base model of ACFIX and which is the best?
RQ1: LLM Selection. How do popular LLMs perform as the base model of ACFIX and which is the best?
RQ2: Effectiveness Analysis. How effectively does AC- FIX repair AC vulnerabilities compared to other vulnera- bility repairing tools for smart contracts?
RQ2: Effectiveness Analysis. How effectively does AC- FIX repair AC vulnerabilities compared to other vulnera- bility repairing tools for smart contracts?
RQ3: Ablation Analysis. How much better does ACFix perform than the baseline that solely uses GPT-4 with raw code and descriptions as input?
RQ3: Ablation Analysis. How much better does ACFix perform than the baseline that solely uses GPT-4 with raw code and descriptions as input?
RQ4: Effectiveness by Categories. How do tools perform across various categories in the benchmark dataset?
RQ4: Effectiveness by Categories. How do tools perform across various categories in the benchmark dataset?
RQ5: Practicality Analysis. Is ACFIX able to check potential vulnerabilities reported by static checkers?
RQ5: Practicality Analysis. Is ACFIX able to check potential vulnerabilities reported by static checkers?
RQ6: Efficiency Analysis. What is the efficiency performance and financial cost of ACFix ?
RQ6: Efficiency Analysis. What is the efficiency performance and financial cost of ACFix ?
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