Pith Number

pith:KR3DIFFR

pith:2026:KR3DIFFR224RN4VHSY4TVLEO3E

not attested not anchored not stored refs pending

TRACE: Discovering Task-Specific Parameter via Adaptation-Aware Probing for Continual Fine-Tuning

Di Liang, Fausto Giunchiglia, Ke Chen, Minlong Peng, Renchu Guan, Wei Pang, Xiaosong Han, Xiaoyue Feng, Xindi Dai, Yonghao Liu

arxiv:2605.31025 v1 · 2026-05-29 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KR3DIFFR224RN4VHSY4TVLEO3E}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-06-01T01:03:31.400138Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54763414b1d6b916f2a796393aac8ed92fe6c83f118501c8357f88bb5b5615d5

Aliases

arxiv: 2605.31025 · arxiv_version: 2605.31025v1 · doi: 10.48550/arxiv.2605.31025 · pith_short_12: KR3DIFFR224R · pith_short_16: KR3DIFFR224RN4VH · pith_short_8: KR3DIFFR

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/KR3DIFFR224RN4VHSY4TVLEO3E \
  | 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: 54763414b1d6b916f2a796393aac8ed92fe6c83f118501c8357f88bb5b5615d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8fc5c209b3d7ed85115e42eff434b8e3c4ab249d70273a6cd53a9c8598321a93",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-29T08:57:06Z",
    "title_canon_sha256": "28f56be2c568066d2f7898bb13c91922181ac01aaf6f0ba264ddaf4427333a24"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.31025",
    "kind": "arxiv",
    "version": 1
  }
}