Pith Number

pith:55D3N7NH

pith:2022:55D3N7NH75VAPZTJKMH3CII4JX

not attested not anchored not stored refs pending

Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization

Christian Bauckhage, Hannaneh Hajishirzi, Jack Hessel, Kiant\'e Brantley, Prithviraj Ammanabrolu, Rafet Sifa, Rajkumar Ramamurthy, Yejin Choi

arxiv:2210.01241 v3 · 2022-10-03 · 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{55D3N7NH75VAPZTJKMH3CII4JX}

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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

6 papers in Pith

RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment

Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Red-Teaming Vision-Language-Action Models via Quality Diversity Prompt Generation for Robust Robot Policies

Bridging SFT and RL: Dynamic Policy Optimization for Robust Reasoning

Response Time Enhances Alignment with Heterogeneous Preferences

Receipt and verification

First computed	2026-07-05T07:19:41.844857Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef47b6fda7ff6a07e669530fb1211c4dea7f8dee9f172b3a5ec6a6605120c980

Aliases

arxiv: 2210.01241 · arxiv_version: 2210.01241v3 · doi: 10.48550/arxiv.2210.01241 · pith_short_12: 55D3N7NH75VA · pith_short_16: 55D3N7NH75VAPZTJ · pith_short_8: 55D3N7NH

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/55D3N7NH75VAPZTJKMH3CII4JX \
  | 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: ef47b6fda7ff6a07e669530fb1211c4dea7f8dee9f172b3a5ec6a6605120c980

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d8885c3ea7a90d7f929dacf2aa09d05651af47f0050831c3b7604ec8b10bc3b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-03T21:38:29Z",
    "title_canon_sha256": "74bd7df0b4a90877838254155174abb485c17553e1b4f9552882117ecbff9dda"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.01241",
    "kind": "arxiv",
    "version": 3
  }
}