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What causes catastrophic forgetting in fine-tuned language models, and how are researchers mitigating this issue recently?
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What causes catastrophic forgetting in fine-tuned language models, and how are researchers mitigating this issue recently?
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recent research mitigating catastrophic forgetting in large language model fine-tuning 2025 2026 papers Google ↗
catastrophic forgetting fine-tuned language models mitigation continual learning replay regularization adapters 2024 2025 survey Google ↗
- Revisiting Catastrophic Forgetting in Large Language Model Tuning · aclanthology.org
- An Efficient Rehearsal Scheme for Catastrophic Forgetting Mitigation during Multi-stage Fine-tuning · aclanthology.org
- HFT: Half Fine-Tuning for Large Language Models · aclanthology.org
- Mitigating Catastrophic Forgetting in Target Language Adaptation of LLMs via Source-Shielded Updates · aclanthology.org
- Mitigating Catastrophic Forgetting in Large Language Models with Forgetting-aware Pruning · aclanthology.org
- Mitigating Forgetting in LLM Fine-Tuning via Low-Perplexity Token Learning · proceedings.neurips.cc
- Model-Dowser: Data-Free Importance Probing to Mitigate Catastrophic Forgetting in Multimodal Large Language Models · proceedings.mlr.press
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| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
recent research mitigating catastrophic forgetting in large language model fine-tuning 2025 2026 papers OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
catastrophic forgetting fine-tuned language models mitigation continual learning replay regularization adapters 2024 2025 survey OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |