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2502.10708
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Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey
15 February 2025
Zirui Song
Bin Yan
Yuhan Liu
Miao Fang
Mingzhe Li
Rui Yan
Preslav Nakov
KELM
LM&MA
Re-assign community
ArXiv (abs)
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HuggingFace (4 upvotes)
Papers citing
"Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey"
19 / 19 papers shown
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Embedding Domain Knowledge for Large Language Models via Reinforcement Learning from Augmented Generation
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285
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Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge Injection
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Jingbo Shang
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320
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Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey
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Yuchen Tian
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549
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Keep the General, Inject the Specific: Structured Dialogue Fine-Tuning for Knowledge Injection without Catastrophic Forgetting
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Depeng Wang
Huijia Zhu
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345
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