Pith Number

pith:XQYI46C4

pith:2021:XQYI46C4RTXD4AY5LT5IJLHVGF

not attested not anchored not stored refs pending

Exceeding the Limits of Visual-Linguistic Multi-Task Learning

Cameron R. Wolfe, Keld T. Lundgaard

arxiv:2107.13054 v1 · 2021-07-27 · cs.AI · cs.CL · cs.CV · 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{XQYI46C4RTXD4AY5LT5IJLHVGF}

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

Optimizing Small Transformer-Based Language Models for Multi-Label Sentiment Analysis in Short Texts

Receipt and verification

First computed	2026-07-05T03:01:25.821250Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc308e785c8cee3e031d5cfa84acf53140a52ca434f5297976465527c7d48bc9

Aliases

arxiv: 2107.13054 · arxiv_version: 2107.13054v1 · doi: 10.48550/arxiv.2107.13054 · pith_short_12: XQYI46C4RTXD · pith_short_16: XQYI46C4RTXD4AY5 · pith_short_8: XQYI46C4

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/XQYI46C4RTXD4AY5LT5IJLHVGF \
  | 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: bc308e785c8cee3e031d5cfa84acf53140a52ca434f5297976465527c7d48bc9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c2f0de1453299030c2f28a1ced7e5ed310c45302d4c36c0e813fcb45a4232787",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-07-27T19:42:14Z",
    "title_canon_sha256": "80406174c9f23ea9f0879254b42ea146d30e92b259d912ea5f0c26f866c1a46c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.13054",
    "kind": "arxiv",
    "version": 1
  }
}