Pith Number

pith:A2RVDFE3

pith:2024:A2RVDFE3NVMYT5ELXR5OUOCOHV

not attested not anchored not stored refs pending

Do LLMs Overcome Shortcut Learning? An Evaluation of Shortcut Challenges in Large Language Models

Guangting Zheng, Kai Zhang, Lili Zhao, Qi Liu, Yu Yuan

arxiv:2410.13343 v1 · 2024-10-17 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{A2RVDFE3NVMYT5ELXR5OUOCOHV}

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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

4 papers in Pith

What LLMs explain is not what they believe: Evaluating explanation sufficiency under models' own input beliefs

If Concept Bottlenecks are the Question, are Foundation Models the Answer?

NeuroFlake: A Neuro-Symbolic LLM Framework for Flaky Test Classification

Deciphering Shortcut Learning from an Evolutionary Game Theory Perspective

Receipt and verification

First computed	2026-07-05T09:21:58.929235Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

06a351949b6d5989f48bbc7aea384e3d6e43459a3c86adf3b5b2bfc0512acb30

Aliases

arxiv: 2410.13343 · arxiv_version: 2410.13343v1 · doi: 10.48550/arxiv.2410.13343 · pith_short_12: A2RVDFE3NVMY · pith_short_16: A2RVDFE3NVMYT5EL · pith_short_8: A2RVDFE3

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/A2RVDFE3NVMYT5ELXR5OUOCOHV \
  | 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: 06a351949b6d5989f48bbc7aea384e3d6e43459a3c86adf3b5b2bfc0512acb30

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ccc30940d762f0467a4a91c66f62042a83d4a29010b408a24f0c6d168e53cb27",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-17T08:52:52Z",
    "title_canon_sha256": "775ebfb7f74e5103c7586e82266279a1f250c6b259e1573b568a89721b51104f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13343",
    "kind": "arxiv",
    "version": 1
  }
}