In which tasks does AirRAG demonstrate superior performance?
Question
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Answers ( 1 )
AirRAG demonstrates superior performance in complex, knowledge-intensive tasks such as multi-hop question answering (e.g., HotpotQA, MuSiQue, 2WikiMultiHopQA). It outperforms baseline methods, especially in scenarios requiring extended reasoning, such as increasing the number of documents from 5 to 50 or expanding context length from 8k to 128k tokens.