Pith Number

pith:RVR5UJJO

pith:2022:RVR5UJJOFYMBJJDVDRXZTOIVMJ

not attested not anchored not stored refs pending

RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning

Cheng-Ping Hsieh, Eric P. Xing, Han Guo, Jianyu Wang, Meng Song, Mingkai Deng, Tianmin Shu, Yihan Wang, Zhiting Hu

arxiv:2205.12548 v3 · 2022-05-25 · cs.CL · 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{RVR5UJJOFYMBJJDVDRXZTOIVMJ}

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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

8 papers in Pith

Task-Aware Structured Memory for Dynamic Multi-modal In-Context Learning

Robust Adaptation of Foundation Models with Black-Box Visual Prompting

Prompt Optimization for LLM Code Generation via Reinforcement Learning

PIAST: Rapid Prompting with In-context Augmentation for Scarce Training data

PEEM: Prompt Engineering Evaluation Metrics for Interpretable Joint Evaluation of Prompts and Responses

Receipt and verification

First computed	2026-07-05T05:09:18.635541Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8d63da252e2e1814a4751c6f99b915625577df3b33537f39d880d1a18ec3c60a

Aliases

arxiv: 2205.12548 · arxiv_version: 2205.12548v3 · doi: 10.48550/arxiv.2205.12548 · pith_short_12: RVR5UJJOFYMB · pith_short_16: RVR5UJJOFYMBJJDV · pith_short_8: RVR5UJJO

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/RVR5UJJOFYMBJJDVDRXZTOIVMJ \
  | 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: 8d63da252e2e1814a4751c6f99b915625577df3b33537f39d880d1a18ec3c60a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f385fa311f9b47ce91d427fbf91833af836d1312b295ebfa8cfeb85a375f0d78",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-05-25T07:50:31Z",
    "title_canon_sha256": "dde85f4f2fcc32ecca3be3a9ffb354d7ea8e573c7187583343772c59e6e2c4d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.12548",
    "kind": "arxiv",
    "version": 3
  }
}