Pith Number

pith:P7XNVAGU

pith:2024:P7XNVAGUBCYSGQB2X276MP6WRB

not attested not anchored not stored refs pending

Cascade Reward Sampling for Efficient Decoding-Time Alignment

Anamika Lochab, Ananth Grama, Bolian Li, Ruqi Zhang, Yifan Wang

arxiv:2406.16306 v3 · 2024-06-24 · cs.CL · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P7XNVAGUBCYSGQB2X276MP6WRB}

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

3 papers in Pith

Multi-Objective Exploration and Preference Optimization via Mutual Information

Gradient-Guided Reward Optimization for Inference-time Alignment

Common-agency Games for Multi-Objective Test-Time Alignment

Receipt and verification

First computed	2026-07-05T11:47:12.379942Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7feeda80d408b123403abebfe63fd6885f3a2dfcf938d97d367e78deddc20924

Aliases

arxiv: 2406.16306 · arxiv_version: 2406.16306v3 · doi: 10.48550/arxiv.2406.16306 · pith_short_12: P7XNVAGUBCYS · pith_short_16: P7XNVAGUBCYSGQB2 · pith_short_8: P7XNVAGU

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/P7XNVAGUBCYSGQB2X276MP6WRB \
  | 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: 7feeda80d408b123403abebfe63fd6885f3a2dfcf938d97d367e78deddc20924

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b6d5c5c696c9bd94332b4c9cd2ab44a0a47a26c9418d9be51247585107227c5",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-24T04:08:35Z",
    "title_canon_sha256": "c0c7e29ba11458aaf3998f060dfdd0c732090b05c232d09a12f5e09e868c2f03"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.16306",
    "kind": "arxiv",
    "version": 3
  }
}