Pith. sign in
Pith Number

pith:YKEKPBNF

pith:2025:YKEKPBNFCIOFML5R27NNDIJTBK
not attested not anchored not stored refs pending

Continual Pre-Training is (not) What You Need in Domain Adaption

Cheng-Kuang, Da-Chen Lian, Eddie TC Huang, Hsuan-Lei Shao, Jun-Wei Chiu, Pin-Er Chen, Shu-Kai Hsieh, Sieh-Chuen Huang, Simon See, Yang-Hsien Lin, Zih-Ching Chen

arxiv:2504.13603 v1 · 2025-04-18 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{YKEKPBNFCIOFML5R27NNDIJTBK}

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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

1 paper in Pith

Receipt and verification
First computed 2026-07-05T10:50:58.990813Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c288a785a5121c562fb1d7dad1a1330a8e39151378d070526d4ba0454c531f0f

Aliases

arxiv: 2504.13603 · arxiv_version: 2504.13603v1 · doi: 10.48550/arxiv.2504.13603 · pith_short_12: YKEKPBNFCIOF · pith_short_16: YKEKPBNFCIOFML5R · pith_short_8: YKEKPBNF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/YKEKPBNFCIOFML5R27NNDIJTBK \
  | 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: c288a785a5121c562fb1d7dad1a1330a8e39151378d070526d4ba0454c531f0f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e69d282657321f58770dd475df6016eae77e86372ff5918f24359fce52699351",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-18T10:14:51Z",
    "title_canon_sha256": "285a4ee09999caac448cb3ad00e8fbfcd22985fd52cee0e6ecb78c4d8ad5ef99"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.13603",
    "kind": "arxiv",
    "version": 1
  }
}