{
  "01-comprehensive-survey": {
    "year": 2024,
    "venue": "arXiv"
  },
  "02-llm-continual-learning-survey": {
    "year": 2024,
    "venue": "arXiv"
  },
  "03-emnlp-2025-tutorial": {
    "year": 2025,
    "venue": "EMNLP Tutorial"
  },
  "04-lifelong-learning-llm-agents-roadmap": {
    "year": 2025,
    "venue": "arXiv"
  },
  "05-continual-learning-llms-methods-challenges": {
    "year": 2026,
    "venue": "arXiv"
  },
  "06-catastrophic-forgetting-review": {
    "year": 2024,
    "venue": "arXiv"
  },
  "07-ewc": {
    "year": 2017,
    "venue": "PNAS"
  },
  "08-gem": {
    "year": 2017,
    "venue": "NeurIPS"
  },
  "09-lifelong-pretraining": {
    "year": 2021,
    "venue": "arXiv"
  },
  "10-elle": {
    "year": 2022,
    "venue": "Findings of ACL"
  },
  "11-rewarm-your-model": {
    "year": 2023,
    "venue": "arXiv"
  },
  "12-investigating-continual-pretraining": {
    "year": 2024,
    "venue": "arXiv"
  },
  "13-tic-lm": {
    "year": 2025,
    "venue": "ACL"
  },
  "14-stability-gap": {
    "year": 2025,
    "venue": "ACL"
  },
  "15-sparse-memory-finetuning": {
    "year": 2025,
    "venue": "arXiv"
  },
  "16-scale": {
    "year": 2026,
    "venue": "Findings of ACL"
  },
  "17-trace": {
    "year": 2023,
    "venue": "arXiv"
  },
  "18-o-lora": {
    "year": 2023,
    "venue": "Findings of EMNLP"
  },
  "19-conpet": {
    "year": 2023,
    "venue": "arXiv"
  },
  "20-inscl": {
    "year": 2024,
    "venue": "NAACL"
  },
  "21-sapt": {
    "year": 2024,
    "venue": "ACL"
  },
  "22-revisiting-catastrophic-forgetting": {
    "year": 2024,
    "venue": "Findings of EMNLP"
  },
  "23-online-cl-llms": {
    "year": 2025,
    "venue": "ICML"
  },
  "24-aso-lora": {
    "year": 2026,
    "venue": "ACL"
  },
  "25-wise": {
    "year": 2024,
    "venue": "NeurIPS"
  },
  "26-memoir": {
    "year": 2025,
    "venue": "NeurIPS"
  },
  "27-lifelong-agent-bench": {
    "year": 2025,
    "venue": "arXiv"
  },
  "28-cl-bench": {
    "year": 2026,
    "venue": "arXiv"
  },
  "29-skilllearnbench": {
    "year": 2026,
    "venue": "arXiv"
  },
  "30-lifeskill": {
    "year": 2026,
    "venue": "arXiv"
  },
  "31-nested-learning": {
    "year": 2025,
    "venue": "NeurIPS"
  },
  "32-seal": {
    "year": 2025,
    "venue": "arXiv"
  },
  "33-learning-fast-and-slow": {
    "year": 2026,
    "venue": "arXiv"
  },
  "34-knowledge-circuits": {
    "year": 2025,
    "venue": "arXiv"
  },
  "35-fast-weights": {
    "year": 2016,
    "venue": "arXiv"
  },
  "36-ttt-layers": {
    "year": 2024,
    "venue": "arXiv"
  },
  "37-titans": {
    "year": 2025,
    "venue": "arXiv"
  },
  "38-memos": {
    "year": 2025,
    "venue": "arXiv"
  },
  "39-language-models-need-sleep": {
    "year": 2026,
    "venue": "arXiv"
  },
  "40-complementary-learning-systems": {
    "year": 2023,
    "venue": "Nature Neuroscience"
  },
  "41-meta-learned-plasticity": {
    "year": 2023,
    "venue": "Nature Communications"
  }
}