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Pith Number

pith:V5CNDYJ2

pith:2023:V5CNDYJ2D2FWRKD2RANGEWXLYO
not attested not anchored not stored refs pending

Improving Open Language Models by Learning from Organic Interactions

Da Ju, Eric Michael Smith, Jason Weston, Jing Xu, Joshua Lane, Kurt Shuster, Megan Ung, Mojtaba Komeili, Morteza Behrooz, Rashel Moritz, Sainbayar Sukhbaatar, William Ngan, Y-Lan Boureau

arxiv:2306.04707 v1 · 2023-06-07 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{V5CNDYJ2D2FWRKD2RANGEWXLYO}

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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

Receipt and verification
First computed 2026-07-05T06:18:40.834967Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

af44d1e13a1e8b68a87a881a625aebc38261a1159db5adc8c26966381adc7698

Aliases

arxiv: 2306.04707 · arxiv_version: 2306.04707v1 · doi: 10.48550/arxiv.2306.04707 · pith_short_12: V5CNDYJ2D2FW · pith_short_16: V5CNDYJ2D2FWRKD2 · pith_short_8: V5CNDYJ2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/V5CNDYJ2D2FWRKD2RANGEWXLYO \
  | 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: af44d1e13a1e8b68a87a881a625aebc38261a1159db5adc8c26966381adc7698
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c887a05964407b8ee23f04082cfc264f495e49591423480ba8327a923ebb1578",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-06-07T18:19:46Z",
    "title_canon_sha256": "2df986a38426784e590550fc0c1ed5a7fde93e6a633033305262c17a4281e058"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.04707",
    "kind": "arxiv",
    "version": 1
  }
}