ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models
cs.CL, cs.AI
Submitted: 2026-07-29
Updated: 2026-10-10
Terminology
Sources
- Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models
- MemGround: Long-Term Memory Evaluation Kit for Large Language Models in Gamified Scenarios
- AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models
- The Llama 3 Herd of Models
- Hierarchical Orthogonal Residual Spread for Precise Massive Editing in Large Language Models
- UltraEdit: Training-, Subject-, and Memory-Free Lifelong Editing in Language Models
- DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
- Evaluating Long-Horizon Memory for Multi-Party Collaborative Dialogues
- Reinforced Lifelong Editing for Language Models
- Mass-Editing Memory in a Transformer
- Fast Model Editing at Scale
- Precise Localization of Memories: A Fine-grained Neuron-level Knowledge Editing Technique for LLMs
- Massive Editing for Large Language Models via Meta Learning
- LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory
- Qwen2 Technical Report
- Beyond Static Dialogues: Benchmarking Realistic, Heterogeneous, and Evolving Long-Term Memory
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