Hua Zhou

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Natural Language Processing (1)Recommendation & Information Retrieval (1)

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Qian Kou (1)Xiaofeng Shi (1)Xiaosong Qiu (1)

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Aug 20, 2026

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Inject, Align, Recover: Staged Post-Training for Retrieval-Free Document Knowledge Internalization

IAR achieves a remarkable boost in retrieval-free question answering, outperforming traditional methods by effectively internalizing document knowledge into LLMs.

Qian Kou, Xiaofeng Shi, Xiaosong Qiu +1

Natural Language Processing Recommendation & Information Retrieval

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Hua Zhou

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