Complex sentence: Since the manually labeled training data for query classification is expensive, how to use a very large web search engine query log as a source of unlabeled data to aid in automatic query classification becomes a hot issue.
Split into simpler sentences: Since the manually labeled training data for query classification are expensive. How to use a very large web search engine query log as a source of unlabeled data to aid in automatic query classification becomes a hot issue.