Pith Number

pith:EYHUR7JQ

pith:2024:EYHUR7JQQCPADU3VPPFCXR5BIG

not attested not anchored not stored refs pending

Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold Labels

Anh Tuan Luu, Boyang Li, Chaoqun Liu, Lidong Bing, Qin Chao, Wenxuan Zhang, Xiaobao Wu

arxiv:2409.12425 v1 · 2024-09-19 · 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{EYHUR7JQQCPADU3VPPFCXR5BIG}

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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

ResidualDroppath: Enhancing Feature Reuse over Residual Connections

Receipt and verification

First computed	2026-07-05T09:08:54.036163Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

260f48fd30809e01d3757bca2bc7a141ac166f1924f5e7ee32cc7aab9ef79d24

Aliases

arxiv: 2409.12425 · arxiv_version: 2409.12425v1 · doi: 10.48550/arxiv.2409.12425 · pith_short_12: EYHUR7JQQCPA · pith_short_16: EYHUR7JQQCPADU3V · pith_short_8: EYHUR7JQ

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/EYHUR7JQQCPADU3VPPFCXR5BIG \
  | 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: 260f48fd30809e01d3757bca2bc7a141ac166f1924f5e7ee32cc7aab9ef79d24

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e34aea50a3316732c851ee81f20a7ddacc9262701757cfc5787f34609309a0e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-19T02:59:44Z",
    "title_canon_sha256": "3a4512b641d1c53f00f80aaf0377d444bddc0755a1b42eb59059a9427c204a13"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.12425",
    "kind": "arxiv",
    "version": 1
  }
}