Pith Number

pith:6XBWKF7W

pith:2023:6XBWKF7W6XIEM4FE4ZUZCIGZQP

not attested not anchored not stored refs pending

Don't throw away your value model! Generating more preferable text with Value-Guided Monte-Carlo Tree Search decoding

Andrew Cohen, Asli Celikyilmaz, Hannaneh Hajishirzi, Jiacheng Liu, Ramakanth Pasunuru, Yejin Choi

arxiv:2309.15028 v3 · 2023-09-26 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6XBWKF7W6XIEM4FE4ZUZCIGZQP}

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

6 papers in Pith

Share More, Search Less: Collaborative Parallel Thinking for Efficient Test-Time Scaling

Reinforcement Learning from Human Feedback

Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents

ToolPRM: Fine-Grained Inference Scaling of Structured Outputs for Function Calling

From System 1 to System 2: A Survey of Reasoning Large Language Models

Receipt and verification

First computed	2026-07-05T08:03:26.716837Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f5c36517f6f5d04670a4e6699120d983ca6ce8c08f4dd93e066763dad55f37a8

Aliases

arxiv: 2309.15028 · arxiv_version: 2309.15028v3 · doi: 10.48550/arxiv.2309.15028 · pith_short_12: 6XBWKF7W6XIE · pith_short_16: 6XBWKF7W6XIEM4FE · pith_short_8: 6XBWKF7W

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/6XBWKF7W6XIEM4FE4ZUZCIGZQP \
  | 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: f5c36517f6f5d04670a4e6699120d983ca6ce8c08f4dd93e066763dad55f37a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9dec11925715ef63b6ad2021ae34cc615e43424dbc5cc97d38022f37914c3245",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-26T15:57:57Z",
    "title_canon_sha256": "fa2c3d47e4d98188a681c7941754b968604429b373785ce293c0a1b70179a920"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.15028",
    "kind": "arxiv",
    "version": 3
  }
}