[NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG + Knowledge Graphs + Personalized PageRank.
There are two identical data (the 6th and 506th data) in the hotpot.json file.
So when you run the results of ircot_hipporag.py on the hotpotqa data, if you interrupt halfway (idx>=6) and rerun the code, due to this mechanism, you will skip the 506th data and only get the results of 999 data.
But the results of using 1000 data but with the same data may not necessarily be better than the results of 999 data.
There are two identical data (the 6th and 506th data) in the
hotpot.json
file. So when you run the results ofircot_hipporag.py
on thehotpotqa
data, if you interrupt halfway (idx>=6) and rerun the code, due to this mechanism, you will skip the 506th data and only get the results of 999 data. But the results of using 1000 data but with the same data may not necessarily be better than the results of 999 data.