Pith Number

pith:RK7NVID2

pith:2024:RK7NVID2KJRZQJXN26P3ZDL2VS

not attested not anchored not stored refs pending

IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization

Cheng Fu, Fei Huang, Haiyang Yu, Xinghua Zhang, Yongbin Li

arxiv:2411.06208 v3 · 2024-11-09 · cs.CL · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RK7NVID2KJRZQJXN26P3ZDL2VS}

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

VerIF: Verification Engineering for Reinforcement Learning in Instruction Following

Receipt and verification

First computed	2026-07-05T11:38:25.351669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8abedaa07a52639826edd79fbc8d7aacb1ba8205b5d83f6090936ac2f1061c55

Aliases

arxiv: 2411.06208 · arxiv_version: 2411.06208v3 · doi: 10.48550/arxiv.2411.06208 · pith_short_12: RK7NVID2KJRZ · pith_short_16: RK7NVID2KJRZQJXN · pith_short_8: RK7NVID2

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/RK7NVID2KJRZQJXN26P3ZDL2VS \
  | 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: 8abedaa07a52639826edd79fbc8d7aacb1ba8205b5d83f6090936ac2f1061c55

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "999e429468dd66b60317798e59e1d51ccffb99cb24f8089f77e2e16d1dfcba8f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-09T15:12:43Z",
    "title_canon_sha256": "c20713400cbd972b8b452dadaf2d6aeeba2b71a6b36d94256af6398b0cc8f03d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.06208",
    "kind": "arxiv",
    "version": 3
  }
}