Pith Number

pith:2UTKFE3E

pith:2023:2UTKFE3E6JUGSSCB35HSFACGEP

not attested not anchored not stored refs pending

Stabilized In-Context Learning with Pre-trained Language Models for Few Shot Dialogue State Tracking

Derek Chen, Kun Qian, Zhou Yu

arxiv:2302.05932 v1 · 2023-02-12 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2UTKFE3E6JUGSSCB35HSFACGEP}

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	2026-07-05T05:41:00.208892Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d526a29364f268694841df4f22804623e96b31019d1a065834d59156454fdd6b

Aliases

arxiv: 2302.05932 · arxiv_version: 2302.05932v1 · doi: 10.48550/arxiv.2302.05932 · pith_short_12: 2UTKFE3E6JUG · pith_short_16: 2UTKFE3E6JUGSSCB · pith_short_8: 2UTKFE3E

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/2UTKFE3E6JUGSSCB35HSFACGEP \
  | 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: d526a29364f268694841df4f22804623e96b31019d1a065834d59156454fdd6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "330ac9e36b2fe43dea17355f797025c603a35481c07d123b492d5aff1a0d9088",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-02-12T15:05:10Z",
    "title_canon_sha256": "c9b48d251ae28fef70f42dd696381367030da231ef18073eb8ed1e12022f5a13"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.05932",
    "kind": "arxiv",
    "version": 1
  }
}