Pith Number

pith:YVC6JH55

pith:2024:YVC6JH55MDQELF7DJJP3ISGZMH

not attested not anchored not stored refs pending

Continual Learning for Large Language Models: A Survey

Gholamreza Haffari, Linhao Luo, Shirui Pan, Thuy-Trang Vu, Tongtong Wu, Yuan-Fang Li

arxiv:2402.01364 v2 · 2024-02-02 · cs.CL · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YVC6JH55MDQELF7DJJP3ISGZMH}

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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

22 papers in Pith

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

LLM Evolution as an Industry-Scale Ecosystem: A Lifecycle Perspective on Continual Learning

Sparse Subspace-to-Expert Sharing for Task-Agnostic Continual Learning

RECAP: Regression Evaluation for Continual Adaptation of Prompts

Rethinking Continual Experience Internalization for Self-Evolving LLM Agents

Receipt and verification

First computed	2026-07-05T07:42:23.730833Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c545e49fbd60e04597e34a5fb448d961f69367bf0766be8083fe6d701625c560

Aliases

arxiv: 2402.01364 · arxiv_version: 2402.01364v2 · doi: 10.48550/arxiv.2402.01364 · pith_short_12: YVC6JH55MDQE · pith_short_16: YVC6JH55MDQELF7D · pith_short_8: YVC6JH55

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/YVC6JH55MDQELF7DJJP3ISGZMH \
  | 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: c545e49fbd60e04597e34a5fb448d961f69367bf0766be8083fe6d701625c560

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b702538048e3a139e11adb62cc6654cde10e92064a0a98330f1b9d0480c07f9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-02T12:34:09Z",
    "title_canon_sha256": "2e3a2dedf65a4a13a44826a6a23c42fa6bbbd7c4312de4ff0d8fe434fb73d42d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.01364",
    "kind": "arxiv",
    "version": 2
  }
}