Pith Number

pith:S2IAQFJN

pith:2025:S2IAQFJNN2K3L23RBWPIJTWEHQ

not attested not anchored not stored refs pending

Improving Data and Parameter Efficiency of Neural Language Models Using Representation Analysis

Josip Juki\'c

arxiv:2507.12004 v1 · 2025-07-16 · 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{S2IAQFJNN2K3L23RBWPIJTWEHQ}

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	2026-07-05T11:38:12.681955Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

969008152d6e95b5eb710d9e84cec43c0b9902dc7fb9323b5cceafdf30e2a199

Aliases

arxiv: 2507.12004 · arxiv_version: 2507.12004v1 · doi: 10.48550/arxiv.2507.12004 · pith_short_12: S2IAQFJNN2K3 · pith_short_16: S2IAQFJNN2K3L23R · pith_short_8: S2IAQFJN

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/S2IAQFJNN2K3L23RBWPIJTWEHQ \
  | 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: 969008152d6e95b5eb710d9e84cec43c0b9902dc7fb9323b5cceafdf30e2a199

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ccca427136a5bf5fc627a4700d5f1fc6221518185e5992c8ae155e9d86ade7fd",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-16T07:58:20Z",
    "title_canon_sha256": "a911ee8acc8ccd7f39985d7434b74255e11cbda926c3bfe844fd723e17139cdc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.12004",
    "kind": "arxiv",
    "version": 1
  }
}