Pith Number

pith:XAQSR45Q

pith:2023:XAQSR45QTJRVSYZ2PXEKBVBUEH

not attested not anchored not stored refs pending

Orthogonal Subspace Learning for Language Model Continual Learning

Han Xia, Qiming Ge, Qi Zhang, Rong Bao, Rui Zheng, Tao Gui, Tianze Chen, Xiao Wang, Xuanjing Huang

arxiv:2310.14152 v1 · 2023-10-22 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{XAQSR45QTJRVSYZ2PXEKBVBUEH}

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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

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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

14 papers in Pith

CADRE: Stable, Parameter Efficient Adaptation of Medical Vision Language Models with Bounded Forgetting and Prior Drift

Hidden Forgetting in Continual Multimodal Learning: When Accuracy Survives but Grounding Fails

Mask the Target: A Plug-and-Play Regularizer Against LoRA Forgetting

Forget What's Sensitive, Remember What Matters: Token-Level Differential Privacy in Memory Sculpting for Continual Learning

Preserving Knowledge in Large Language Model with Model-Agnostic Self-Decompression

Receipt and verification

First computed	2026-07-05T07:03:40.378996Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b82128f3b09a6359633a7dc8a0d43421e54d15f005279c0488cb04a932abc0a0

Aliases

arxiv: 2310.14152 · arxiv_version: 2310.14152v1 · doi: 10.48550/arxiv.2310.14152 · pith_short_12: XAQSR45QTJRV · pith_short_16: XAQSR45QTJRVSYZ2 · pith_short_8: XAQSR45Q

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/XAQSR45QTJRVSYZ2PXEKBVBUEH \
  | 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: b82128f3b09a6359633a7dc8a0d43421e54d15f005279c0488cb04a932abc0a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f8ff0bd0d84f627ab064669e984e1627cdc886865f220f2248a49ed6d97e8eaf",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-22T02:23:44Z",
    "title_canon_sha256": "44cff7bbe9c5f109031adb9241facaa4f67658f63f3199c8080d8a06b90f8408"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.14152",
    "kind": "arxiv",
    "version": 1
  }
}