Pith Number

pith:ZNXZZYVE

pith:2024:ZNXZZYVEO7LZTUA5ZIERP7OQ64

not attested not anchored not stored refs pending

Decoding-time Realignment of Language Models

Daniele Calandriello, Felipe Llinares, Jessica Hoffmann, Leonardo Bianco, Lucas Dixon, Mathieu Blondel, Michal Valko, Quentin Berthet, Shangmin Guo, Tianlin Liu

arxiv:2402.02992 v2 · 2024-02-05 · 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{ZNXZZYVEO7LZTUA5ZIERP7OQ64}

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

2 papers in Pith

Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents

Step-level Denoising-time Diffusion Alignment with Multiple Objectives

Receipt and verification

First computed	2026-07-05T08:22:36.681040Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb6f9ce2a477d799d01dca0917fdd0f72b9e6c5510a93882b4270ed775e13d6d

Aliases

arxiv: 2402.02992 · arxiv_version: 2402.02992v2 · doi: 10.48550/arxiv.2402.02992 · pith_short_12: ZNXZZYVEO7LZ · pith_short_16: ZNXZZYVEO7LZTUA5 · pith_short_8: ZNXZZYVE

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/ZNXZZYVEO7LZTUA5ZIERP7OQ64 \
  | 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: cb6f9ce2a477d799d01dca0917fdd0f72b9e6c5510a93882b4270ed775e13d6d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c47c3e90a8ddec91830ca0c71ec1993230d2a0b6801876a21726faafe39b5605",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-05T13:31:28Z",
    "title_canon_sha256": "3fcc6e0d1e04192bdbd42fabb4936608abe6f70ae100c48a7f2176307bb53a59"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.02992",
    "kind": "arxiv",
    "version": 2
  }
}