Pith Number

pith:VVRMG6YT

pith:2024:VVRMG6YTYIPIOHIM5GWF2IB5NP

not attested not anchored not stored refs pending

Continual Learning of Large Language Models: A Comprehensive Survey

Haizhou Shi, Hao Wang, Hengyi Wang, Sayna Ebrahimi, Weiyi Qin, Wenyuan Wang, Yibin Wang, Zifeng Wang, Zihao Xu

arxiv:2404.16789 v3 · 2024-04-25 · cs.LG · cs.AI · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VVRMG6YTYIPIOHIM5GWF2IB5NP}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

10 papers in Pith

User as Engram: Internalizing Per-User Memory as Local Parametric Edits

Repeated post-training is not Self-improving: Diagnosing Scientific Amnesia in Continual DPO Pipelines

Catastrophic Forgetting is Low-Rank: A Function-Space Theory for Continual Adaptation

A Local Perturbation Theory for Cross-Domain Interference and Recovery in Multi-Domain RL

MADS: Model-Aware Diverse Core Set Selection for Instruction Tuning

Receipt and verification

First computed	2026-07-05T09:39:54.451425Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad62c37b13c21e871d0ce9ac5d203d6be5f98503423bcfa78e5c2a3592ea8a6e

Aliases

arxiv: 2404.16789 · arxiv_version: 2404.16789v3 · doi: 10.48550/arxiv.2404.16789 · pith_short_12: VVRMG6YTYIPI · pith_short_16: VVRMG6YTYIPIOHIM · pith_short_8: VVRMG6YT

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/VVRMG6YTYIPIOHIM5GWF2IB5NP \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: ad62c37b13c21e871d0ce9ac5d203d6be5f98503423bcfa78e5c2a3592ea8a6e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae65de234773595f914614440121361d734a0079b9d01feaa02f429acec7d68a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-25T17:38:57Z",
    "title_canon_sha256": "7fbde48446e8de3a3296c1a32e8c40b8b8748917b47b3ae0b2ded7b3176f0f51"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.16789",
    "kind": "arxiv",
    "version": 3
  }
}