Pith Number

pith:72C365E4

pith:2024:72C365E4TUCISX4ZORP2XB5FV3

not attested not anchored not stored refs pending

Generalizing Visual Question Answering from Synthetic to Human-Written Questions via a Chain of QA with a Large Language Model

Dongmyung Shin, Heejun Shin, Taehee Kim, Yeongjae Cho, Yohan Jo

arxiv:2401.06400 v3 · 2024-01-12 · cs.CL · cs.CV

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\usepackage{pith}
\pithnumber{72C365E4TUCISX4ZORP2XB5FV3}

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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

PDB-Eval: An Evaluation of Large Multimodal Models for Description and Explanation of Personalized Driving Behavior

Receipt and verification

First computed	2026-07-05T08:57:54.193220Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe85bf749c9d04895f99745fab87a5aee790f9ef15b03242e817c93ec630cdce

Aliases

arxiv: 2401.06400 · arxiv_version: 2401.06400v3 · doi: 10.48550/arxiv.2401.06400 · pith_short_12: 72C365E4TUCI · pith_short_16: 72C365E4TUCISX4Z · pith_short_8: 72C365E4

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/72C365E4TUCISX4ZORP2XB5FV3 \
  | 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: fe85bf749c9d04895f99745fab87a5aee790f9ef15b03242e817c93ec630cdce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "80eed22087a5e688c38c03f60cedd581bae9e6faa2bde6e7c7bfb6cb5d74532b",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-12T06:49:49Z",
    "title_canon_sha256": "d9cc73b5d49589537d376e04d65a1eaec08582e52328d6fc4003a47f4052ff9b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.06400",
    "kind": "arxiv",
    "version": 3
  }
}