Inject, Align, Recover: Staged Post-Training for Retrieval-Free Document Knowledge Internalization
- 类型：arxiv
- 标识：2608.20281
- 链接：https://arxiv.org/abs/2608.20281
- 主分类：rag
- 形态：method
- 被引：0
- 被引来源：Semantic Scholar
- S2被引：0
- 影响力被引：0
- TLDR：This work proposes IAR (Inject, Align, and Recover), a three-stage post-training framework that separates structured document knowledge injection, QA behavior alignment, and general ability recovery and improves the domain-primary domain-general frontier for retrieval-free document internalization.
- 副分类：engineering
- 待LLM分类：否
- 标题中文：Inject, Align, Recover：面向免检索文档知识内化的分阶段后训练
- TLDR中文：本文提出 IAR（Inject, Align, and Recover），一个三阶段后训练框架，将结构化文档知识注入、问答行为对齐与通用能力恢复解耦，提升面向无检索文档内化的"领域主—领域通"前沿。
- 来源文件：
- /inbox/tom/_candidates/2026-08-21-agent-rag-longcontext-candidates.json
- [S2 enrich]