Pith Number

pith:AAOFZC6I

pith:2023:AAOFZC6IGQESA7V5OAAGBRHCQ6

not attested not anchored not stored refs pending

Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond

Haoxuan You, Kai-Wei Chang, Keyang Xu, Long Chen, Noel Codella, Shih-Fu Chang, Wenhao Li, Yicheng He, Zhecan Wang

arxiv:2310.14670 v2 · 2023-10-23 · cs.CV · cs.AI · cs.CL · cs.LG · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AAOFZC6IGQESA7V5OAAGBRHCQ6}

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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

Mitigating Easy Option Bias in Multiple-Choice Question Answering

Receipt and verification

First computed	2026-07-05T07:07:40.097447Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

001c5c8bc83409207ebd700060c4e28796f232b2302366281c9c85147ba795bc

Aliases

arxiv: 2310.14670 · arxiv_version: 2310.14670v2 · doi: 10.48550/arxiv.2310.14670 · pith_short_12: AAOFZC6IGQES · pith_short_16: AAOFZC6IGQESA7V5 · pith_short_8: AAOFZC6I

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/AAOFZC6IGQESA7V5OAAGBRHCQ6 \
  | 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: 001c5c8bc83409207ebd700060c4e28796f232b2302366281c9c85147ba795bc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f6df2c053bc627e97bd1377ead413e17ce099d6b5b4f188c1bf9f964109ef0b9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG",
      "cs.MM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-10-23T08:09:42Z",
    "title_canon_sha256": "c55e9655c081d5dfd2835651e0f59a47f856930db9221c5386fb8be8d6d9554d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.14670",
    "kind": "arxiv",
    "version": 2
  }
}