Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search

Haochen Li, Xin Zhou, Zhiqi Shen · 2024

Generated Exemplar Code: def count_frequency(my_list): frequency = {} for element in my_list: if element not in frequency: frequency[element] = 0 frequency[element] += 1 return frequency True Code: import collections def freq_count(list1): freq_count = collections.Counter(list1) return freq_count Query: Write a function to get the frequency of the elements in a list.Query: How was the COVID-19 pandemic impacted mental health?True Passage: …two studies investigating COVID-19 patients … significantly higher level of depressive… Generated Reference: …depression and anxiety had increased by 20% since the start of the pandemic… Passage Retrieval Code Search

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