Pith Number

pith:M5GUS5UI

pith:2023:M5GUS5UIL5WF3LPGDC6IBEYWWZ

not attested not anchored not stored refs pending

Exploring Zero and Few-shot Techniques for Intent Classification

Mitul Tiwari, Prashil Tumbade, Quaizar Vohra, Soham Parikh

arxiv:2305.07157 v1 · 2023-05-11 · 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{M5GUS5UIL5WF3LPGDC6IBEYWWZ}

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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

1 paper in Pith

Dynamic Label Name Refinement for Few-Shot Dialogue Intent Classification

Receipt and verification

First computed	2026-07-05T06:09:23.383704Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

674d4976885f6c5dade618bc809316b67811e750181d0e6ea9dce692d2d49ed5

Aliases

arxiv: 2305.07157 · arxiv_version: 2305.07157v1 · doi: 10.48550/arxiv.2305.07157 · pith_short_12: M5GUS5UIL5WF · pith_short_16: M5GUS5UIL5WF3LPG · pith_short_8: M5GUS5UI

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/M5GUS5UIL5WF3LPGDC6IBEYWWZ \
  | 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: 674d4976885f6c5dade618bc809316b67811e750181d0e6ea9dce692d2d49ed5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac50bc65f35896770dad452037f8704a917994c3fddf666cb95605909cfc8ac8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-11T22:07:27Z",
    "title_canon_sha256": "9f4270d74697113ce7891b721a96c4c70293fb980edc143f50b58c1ffc5a3d6b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.07157",
    "kind": "arxiv",
    "version": 1
  }
}