Pith Number

pith:L6FR6KWK

pith:2024:L6FR6KWKSI2WXUVVLKAYP5DVDU

not attested not anchored not stored refs pending

Diversity Over Quantity: A Lesson From Few Shot Relation Classification

Amir DN Cohen, Shaltiel Shmidman, Shauli Ravfogel, Yoav Goldberg

arxiv:2412.05434 v1 · 2024-12-06 · 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{L6FR6KWKSI2WXUVVLKAYP5DVDU}

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

Legal2LogicICL: Improving Generalization in Transforming Legal Cases to Logical Formulas via Diverse Few-Shot Learning

Receipt and verification

First computed	2026-07-05T09:46:03.019162Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f8b1f2aca92356bd2b55a8187f4751d3a612d36c8bd6697bc0d2a35c32dde8f

Aliases

arxiv: 2412.05434 · arxiv_version: 2412.05434v1 · doi: 10.48550/arxiv.2412.05434 · pith_short_12: L6FR6KWKSI2W · pith_short_16: L6FR6KWKSI2WXUVV · pith_short_8: L6FR6KWK

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/L6FR6KWKSI2WXUVVLKAYP5DVDU \
  | 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: 5f8b1f2aca92356bd2b55a8187f4751d3a612d36c8bd6697bc0d2a35c32dde8f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a03eeda5b6a4c6b159a0b099063aacc02db50bdaf246b02fece65a84c4bf3014",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-06T21:41:01Z",
    "title_canon_sha256": "eee88a1ef266a12919eca54d361ecfed901989aed83229163ffc0f7696dee16e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.05434",
    "kind": "arxiv",
    "version": 1
  }
}