Pith Number

pith:YUAH3OCL

pith:2023:YUAH3OCLOVZLPLUTGVOJN6Y2K4

not attested not anchored not stored refs pending

DavIR: Data Selection via Implicit Reward for Large Language Models

Haotian Zhou, Hongxia Yang, Jianbo Yuan, Pengfei Liu, Qianli Ma, Tingkai Liu, Yang You, Yufeng Zhang

arxiv:2310.13008 v2 · 2023-10-16 · cs.LG · cs.AI · 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{YUAH3OCLOVZLPLUTGVOJN6Y2K4}

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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

2 papers in Pith

ORPO: Monolithic Preference Optimization without Reference Model

GRACE: A Dynamic Coreset Selection Framework for Large Language Model Optimization

Receipt and verification

First computed	2026-07-05T09:51:29.225679Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c5007db84b7572b7ae93355c96fb1a5731b03584eaf21b9561a6939e784d5565

Aliases

arxiv: 2310.13008 · arxiv_version: 2310.13008v2 · doi: 10.48550/arxiv.2310.13008 · pith_short_12: YUAH3OCLOVZL · pith_short_16: YUAH3OCLOVZLPLUT · pith_short_8: YUAH3OCL

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/YUAH3OCLOVZLPLUTGVOJN6Y2K4 \
  | 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: c5007db84b7572b7ae93355c96fb1a5731b03584eaf21b9561a6939e784d5565

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "24600a4a4acee2f675050984c2ae09e97626e7101f4e8fda054fb43c2196c80b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-16T07:26:24Z",
    "title_canon_sha256": "4f9955f9c99e5a12ee4da5940282bbce83066a7a9ae13e7d999c38b16541fe09"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.13008",
    "kind": "arxiv",
    "version": 2
  }
}