Pith Number

pith:YZ5YQIUX

pith:2023:YZ5YQIUXEI4EX6CVOXTKPUZOBI

not attested not anchored not stored refs pending

Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning

Huan Sun, Leonid Karlinsky, Rameswar Panda, Rogerio Feris, Yoon Kim, Zhen Wang

arxiv:2303.02861 v1 · 2023-03-06 · 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{YZ5YQIUXEI4EX6CVOXTKPUZOBI}

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.

Cited by

1 paper in Pith

Modeling Code: Is Text All You Need?

Receipt and verification

First computed	2026-07-05T05:48:16.226193Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c67b88229722384bf85575e6a7d32e0a3670020afc95de06f2ff3bb00480f70e

Aliases

arxiv: 2303.02861 · arxiv_version: 2303.02861v1 · doi: 10.48550/arxiv.2303.02861 · pith_short_12: YZ5YQIUXEI4E · pith_short_16: YZ5YQIUXEI4EX6CV · pith_short_8: YZ5YQIUX

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/YZ5YQIUXEI4EX6CVOXTKPUZOBI \
  | 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: c67b88229722384bf85575e6a7d32e0a3670020afc95de06f2ff3bb00480f70e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a78da9799ce284fca20f27b5c9bfa337d15d9c3f7d93a224146fd3a8f581877",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-03-06T03:25:59Z",
    "title_canon_sha256": "6ce0dfa666d2cd08804f63660dae21a2eaf328237a8a42262f7e1d64a83d1204"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.02861",
    "kind": "arxiv",
    "version": 1
  }
}