Pith Number

pith:JWWLFYNH

pith:2022:JWWLFYNH5FIGSV42PPH7ROKURR

not attested not anchored not stored refs pending

Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System

Chang Tian, Marie-Francine Moens, Wenpeng Yin

arxiv:2207.11762 v2 · 2022-07-24 · 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{JWWLFYNH5FIGSV42PPH7ROKURR}

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

Large Language Models Reasoning Abilities Under Non-Ideal Conditions After RL-Fine-Tuning

Receipt and verification

First computed	2026-07-05T08:07:25.968340Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4dacb2e1a7e95069579a7bcff8b9548c7e7d8cb3c309d86d7f430868f6d8b3f0

Aliases

arxiv: 2207.11762 · arxiv_version: 2207.11762v2 · doi: 10.48550/arxiv.2207.11762 · pith_short_12: JWWLFYNH5FIG · pith_short_16: JWWLFYNH5FIGSV42 · pith_short_8: JWWLFYNH

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/JWWLFYNH5FIGSV42PPH7ROKURR \
  | 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: 4dacb2e1a7e95069579a7bcff8b9548c7e7d8cb3c309d86d7f430868f6d8b3f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "38e0645a8e8edd0c3cdf8c6b27af82c38c81f452f56776d6df0d0e7904be8291",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-07-24T15:38:08Z",
    "title_canon_sha256": "a1f3b565fc3d0d8bc47a3fc347173940978a3dbda6e7dc75630aa902f85b7c03"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.11762",
    "kind": "arxiv",
    "version": 2
  }
}