Pith Number

pith:YIRZIW24

pith:2023:YIRZIW24U7Z76ZCLS4NDSRGBYJ

not attested not anchored not stored refs pending

Active Learning for Natural Language Generation

Ariel Gera, Dafna Sheinwald, Liat Ein-Dor, Michal Shmueli-Scheuer, Noam Slonim, Yotam Perlitz

arxiv:2305.15040 v2 · 2023-05-24 · 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{YIRZIW24U7Z76ZCLS4NDSRGBYJ}

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

From Reviews to Dialogues: Active Synthesis for Zero-Shot LLM-based Conversational Recommender System

Receipt and verification

First computed	2026-07-05T07:01:41.813794Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c223945b5ca7f3ff644b971a3944c1c26108c2b47434b7c1c305f8df664c352e

Aliases

arxiv: 2305.15040 · arxiv_version: 2305.15040v2 · doi: 10.48550/arxiv.2305.15040 · pith_short_12: YIRZIW24U7Z7 · pith_short_16: YIRZIW24U7Z76ZCL · pith_short_8: YIRZIW24

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/YIRZIW24U7Z76ZCLS4NDSRGBYJ \
  | 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: c223945b5ca7f3ff644b971a3944c1c26108c2b47434b7c1c305f8df664c352e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c419296067e0bc11777d1633352a344e72a61e6d4da11629c76a314a6a2e485",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-24T11:27:53Z",
    "title_canon_sha256": "d3946fdfa7f6019ad2814367d757416d69778f6d8122cb6c373bc7f2a0c73d5d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.15040",
    "kind": "arxiv",
    "version": 2
  }
}