Pith Number

pith:Z4R7FK4T

pith:2023:Z4R7FK4TDPOCV3F3SGSQXWDKME

not attested not anchored not stored refs pending

Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning

Arpit Gupta, Di Jin, Jiun-Yu Kao, Mingyu Derek Ma, Nanyun Peng, Shuyang Gao, Tagyoung Chung

arxiv:2301.10915 v2 · 2023-01-26 · 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{Z4R7FK4TDPOCV3F3SGSQXWDKME}

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.

Receipt and verification

First computed	2026-07-05T06:14:57.267373Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf23f2ab931bdc2aecbb91a50bd86a6102540858cb1f3b43b97e263819707b6a

Aliases

arxiv: 2301.10915 · arxiv_version: 2301.10915v2 · doi: 10.48550/arxiv.2301.10915 · pith_short_12: Z4R7FK4TDPOC · pith_short_16: Z4R7FK4TDPOCV3F3 · pith_short_8: Z4R7FK4T

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/Z4R7FK4TDPOCV3F3SGSQXWDKME \
  | 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: cf23f2ab931bdc2aecbb91a50bd86a6102540858cb1f3b43b97e263819707b6a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9531c9430d369f238c9ce546d241cc518be33fd2f1b4fc4b4deb37ff48137c1b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-01-26T03:01:59Z",
    "title_canon_sha256": "69a4c0f2e17f9e60c4b93c8a3ef022705a09f7833f94927469399b486c8a2b98"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.10915",
    "kind": "arxiv",
    "version": 2
  }
}