Pith Number

pith:B7RVI3QG

pith:2024:B7RVI3QGZ6D33MNZO33A5ZFE2H

not attested not anchored not stored refs pending

TransformerRanker: A Tool for Efficiently Finding the Best-Suited Language Models for Downstream Classification Tasks

Alan Akbik, Lukas Garbas, Max Ploner

arxiv:2409.05997 v1 · 2024-09-09 · 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{B7RVI3QGZ6D33MNZO33A5ZFE2H}

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

Extracting Knowledge Graphs from User Stories using LangChain

Receipt and verification

First computed	2026-07-05T09:05:00.703612Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0fe3546e06cf87bdb1b976f60ee4a4d1e7d3043c1fe97c60040b50e12711432f

Aliases

arxiv: 2409.05997 · arxiv_version: 2409.05997v1 · doi: 10.48550/arxiv.2409.05997 · pith_short_12: B7RVI3QGZ6D3 · pith_short_16: B7RVI3QGZ6D33MNZ · pith_short_8: B7RVI3QG

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/B7RVI3QGZ6D33MNZO33A5ZFE2H \
  | 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: 0fe3546e06cf87bdb1b976f60ee4a4d1e7d3043c1fe97c60040b50e12711432f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c56765d30467f48006e3a06ac507b097001d4e7e62683ddb3d02d73702b5f9b9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-09T18:47:00Z",
    "title_canon_sha256": "bdf10bbc023a942fde9ab7b680c18957382c4ca4ff57846d84e848ef857d1c15"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.05997",
    "kind": "arxiv",
    "version": 1
  }
}