It is no wonder manual feedback shows excellent and stable performance if enough relevant documents are available, hence the challenge is how it keeps high performance with less amount of manual relevance judgment.
if we can use more relevant documents in query expansion, the likelihood of selecting query terms achieving high search improvement increases.