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pith:SPS5PIG6

pith:2023:SPS5PIG63ECBCXGQ5SDGIOUAIR
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Large Language Models Are Not Strong Abstract Reasoners

Ga\"el Gendron, Gillian Dobbie, Michael Witbrock, Qiming Bao

arxiv:2305.19555 v3 · 2023-05-31 · cs.CL · cs.LG

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\pithnumber{SPS5PIG63ECBCXGQ5SDGIOUAIR}

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Record completeness

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3 Author claim open · sign in to claim
4 Citations open
5 Replications open
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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

6 papers in Pith

DiARC: Distinguishing Positive and Negative Samples Helps Improving ARC-like Reasoning Ability of Large Language Models
The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes
Why We Need World Models for AGI: Where LLMs Fail and How World Models May Outperform
DiARC: Distinguishing Positive and Negative Samples Helps Improving ARC-like Reasoning Ability of Large Language Models
Gradient-Based Program Synthesis with Neurally Interpreted Languages
Receipt and verification
First computed 2026-07-05T07:29:38.758489Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

93e5d7a0ded904115cd0ec86643a804452696ed7f3ee07c7afa9ec375df5b585

Aliases

arxiv: 2305.19555 · arxiv_version: 2305.19555v3 · doi: 10.48550/arxiv.2305.19555 · pith_short_12: SPS5PIG63ECB · pith_short_16: SPS5PIG63ECBCXGQ · pith_short_8: SPS5PIG6
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/SPS5PIG63ECBCXGQ5SDGIOUAIR \
  | 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: 93e5d7a0ded904115cd0ec86643a804452696ed7f3ee07c7afa9ec375df5b585
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "6877856794c3eb8da3ed4576783f445977917318fa85a6ab35ce500638613826",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-31T04:50:29Z",
    "title_canon_sha256": "5eae51d5cbe1e9dc791974725e48692c99202ab7a2fc4b423888cb75111ab82e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.19555",
    "kind": "arxiv",
    "version": 3
  }
}