Pith Number

pith:FUFVITBL

pith:2025:FUFVITBLV4CSLA6TU43N4AEJRO

not attested not anchored not stored refs pending

Dr Genre: Reinforcement Learning from Decoupled LLM Feedback for Generic Text Rewriting

Chengrun Yang, Cong Liu, David Uthus, Ganesh Jawahar, Itai Rolnick, John Nham, Lei Shu, Yi Qiao, Yufei Li, Yun-hsuan Sung

arxiv:2503.06781 v1 · 2025-03-09 · 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{FUFVITBLV4CSLA6TU43N4AEJRO}

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

PIMbot: A Self-Adaptive Attack Framework for Adversarial Manipulation of Multi-Robot Reinforcement Learning

Receipt and verification

First computed	2026-07-05T10:27:42.170235Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d0b544c2baf052583d3a736de00898bac2af2864c7359b05632624d42e2dfb0

Aliases

arxiv: 2503.06781 · arxiv_version: 2503.06781v1 · doi: 10.48550/arxiv.2503.06781 · pith_short_12: FUFVITBLV4CS · pith_short_16: FUFVITBLV4CSLA6T · pith_short_8: FUFVITBL

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/FUFVITBLV4CSLA6TU43N4AEJRO \
  | 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: 2d0b544c2baf052583d3a736de00898bac2af2864c7359b05632624d42e2dfb0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b885d915f095c121791253a0601b54a7bc6624737377952e91430bdf7f1c6b11",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-09T21:23:52Z",
    "title_canon_sha256": "6bb22b5aa6795b58cd0e9cf2230a402c401165781bbc274941bc347cba17c125"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.06781",
    "kind": "arxiv",
    "version": 1
  }
}