Pith Number

pith:4SRTQZ2T

pith:2025:4SRTQZ2T422J5PNHONVMMEVXUT

not attested not anchored not stored refs pending

Short-Form Video Recommendations with Multimodal Embeddings: Addressing Cold-Start and Bias Challenges

Andrii Dzhoha, Egor Malykh, Francesca Catino, Katya Mirylenka, Marco-Andrea Buchmann

arxiv:2507.19346 v2 · 2025-07-25 · 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{4SRTQZ2T422J5PNHONVMMEVXUT}

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	2026-07-05T12:04:38.802628Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e4a3386753e6b49ebda7736ac612b7a4ed228c0e76d7fb94f81bb9bb7c03a33d

Aliases

arxiv: 2507.19346 · arxiv_version: 2507.19346v2 · doi: 10.48550/arxiv.2507.19346 · pith_short_12: 4SRTQZ2T422J · pith_short_16: 4SRTQZ2T422J5PNH · pith_short_8: 4SRTQZ2T

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/4SRTQZ2T422J5PNHONVMMEVXUT \
  | 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: e4a3386753e6b49ebda7736ac612b7a4ed228c0e76d7fb94f81bb9bb7c03a33d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ff4ba4cf0b54c03409d3ed317f8e06a4f58916d625550328e9aa54da580045ba",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-25T14:57:04Z",
    "title_canon_sha256": "718899ebd592ff8ddb1f78ce900460da7feedda28b97a0d321f2e246c709d3c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.19346",
    "kind": "arxiv",
    "version": 2
  }
}