Pith Number

pith:DPDYIT4O

pith:2024:DPDYIT4OU2ANJWZF5RH4FXUMTC

not attested not anchored not stored refs pending

In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks

Binhua Li, Dingzirui Wang, Fei Huang, Longxu Dou, Qiguang Chen, Qingfu Zhu, Rongyu Cao, Wanxiang Che, Xiao Xu, Xuanliang Zhang, Yingwei Ma, Yongbin Li

arxiv:2410.01548 v2 · 2024-10-02 · 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{DPDYIT4OU2ANJWZF5RH4FXUMTC}

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	2026-07-05T09:29:33.782872Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1bc7844f8ea680d4db25ec4fc2de8c989b5b01f7b15132f03923c57389b21292

Aliases

arxiv: 2410.01548 · arxiv_version: 2410.01548v2 · doi: 10.48550/arxiv.2410.01548 · pith_short_12: DPDYIT4OU2AN · pith_short_16: DPDYIT4OU2ANJWZF · pith_short_8: DPDYIT4O

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/DPDYIT4OU2ANJWZF5RH4FXUMTC \
  | 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: 1bc7844f8ea680d4db25ec4fc2de8c989b5b01f7b15132f03923c57389b21292

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d1ed2187eb10b7dbea51a7b3481e898a0d44e838d8c04155ad36962be089e8f5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-02T13:37:54Z",
    "title_canon_sha256": "da6d2b3acd41d5bd481172edd61880155df4eeaecbac4ae7b79f3977bc18673b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01548",
    "kind": "arxiv",
    "version": 2
  }
}