Pith Number

pith:NERQZ4BM

pith:2024:NERQZ4BMMR43TIU2HYXUE6QLZO

not attested not anchored not stored refs pending

Reinforcement Learning from Reflective Feedback (RLRF): Aligning and Improving LLMs via Fine-Grained Self-Reflection

Dasol Hwang, Kyungjae Lee, Moontae Lee, Sunghyun Park, Youngsoo Jang

arxiv:2403.14238 v1 · 2024-03-21 · 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{NERQZ4BMMR43TIU2HYXUE6QLZO}

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

Internalized Self-Correction for Large Language Models

Receipt and verification

First computed	2026-07-05T07:58:56.578335Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

69230cf02c6479b9a29a3e2f427a0bcb951623ad2026bc773a85b1724ab3ee9f

Aliases

arxiv: 2403.14238 · arxiv_version: 2403.14238v1 · doi: 10.48550/arxiv.2403.14238 · pith_short_12: NERQZ4BMMR43 · pith_short_16: NERQZ4BMMR43TIU2 · pith_short_8: NERQZ4BM

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/NERQZ4BMMR43TIU2HYXUE6QLZO \
  | 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: 69230cf02c6479b9a29a3e2f427a0bcb951623ad2026bc773a85b1724ab3ee9f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f26e3f196eec9b06e68df8beabccc39ae0d88ade39b851225dbb432709ed7542",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-21T08:57:27Z",
    "title_canon_sha256": "f1e3bb2646c071757e653de7974fd8aa84a689784d8f034e2ae367149eb9f890"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.14238",
    "kind": "arxiv",
    "version": 1
  }
}