Pith Number

pith:SGNGAQJ6

pith:2025:SGNGAQJ62EBBZ5GOXAJ4Z7K33J

not attested not anchored not stored refs pending

Segmenting Text and Learning Their Rewards for Improved RLHF in Language Model

Hany Awadalla, Mingyuan Zhou, Shentao Yang, Weizhu Chen, Yueqin Yin, Yujia Xie, Yuting Sun, Ziyi Yang

arxiv:2501.02790 v1 · 2025-01-06 · 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{SGNGAQJ62EBBZ5GOXAJ4Z7K33J}

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

Proxy Reward Internalization and Mechanistic Exploitation: A Learned Precursor to Reward Hacking and Its Generalization

Reward Hacking in the Era of Large Models: Mechanisms, Emergent Misalignment, Challenges

Reinforcing 3D Understanding in Point-VLMs via Geometric Reward Credit Assignment

Receipt and verification

First computed	2026-07-05T09:57:12.270516Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

919a60413ed1021cf4ceb813ccfd5bda4f4fde2eada897c6b612f4d0b8cb9cef

Aliases

arxiv: 2501.02790 · arxiv_version: 2501.02790v1 · doi: 10.48550/arxiv.2501.02790 · pith_short_12: SGNGAQJ62EBB · pith_short_16: SGNGAQJ62EBBZ5GO · pith_short_8: SGNGAQJ6

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/SGNGAQJ62EBBZ5GOXAJ4Z7K33J \
  | 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: 919a60413ed1021cf4ceb813ccfd5bda4f4fde2eada897c6b612f4d0b8cb9cef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "52f22efbb3828268e197985c4080609384c3416143399d03b95b1f09049bf555",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-06T06:17:56Z",
    "title_canon_sha256": "87e1bd669244c78947c89f0a9e1bcda26b6c7cf3e909b5030129a4a3aec8fa4b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.02790",
    "kind": "arxiv",
    "version": 1
  }
}