Pith Number

pith:KF4FLEHP

pith:2024:KF4FLEHP5OWBHZEK2JYRVJNWN2

not attested not anchored not stored refs pending

Task-Adaptive Pretrained Language Models via Clustered-Importance Sampling

David Grangier, Pierre Ablin, Simin Fan, Skyler Seto

arxiv:2410.03735 v2 · 2024-09-30 · 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{KF4FLEHP5OWBHZEK2JYRVJNWN2}

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

Cram Less to Fit More: Training Data Pruning Improves Memorization of Facts

Receipt and verification

First computed	2026-07-05T10:28:23.566145Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

51785590efebac13e48ad2711aa5b66ea4d49dc23a236d2af27a3d4b63461262

Aliases

arxiv: 2410.03735 · arxiv_version: 2410.03735v2 · doi: 10.48550/arxiv.2410.03735 · pith_short_12: KF4FLEHP5OWB · pith_short_16: KF4FLEHP5OWBHZEK · pith_short_8: KF4FLEHP

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/KF4FLEHP5OWBHZEK2JYRVJNWN2 \
  | 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: 51785590efebac13e48ad2711aa5b66ea4d49dc23a236d2af27a3d4b63461262

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6a3181321bb841d1cb86d9f034a0b15a3e1ccd871c7717817fe1accef8b9080",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-30T20:49:54Z",
    "title_canon_sha256": "3fdeccd5a7d937677c9f2a87759cf3dd31fbae797b17af4d3bcacd1ce1e9c1ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.03735",
    "kind": "arxiv",
    "version": 2
  }
}