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pith:NNVELSFS

pith:2024:NNVELSFSPWO6IJYZ7IRHFFRZ47
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Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction

Fuli Feng, Junrong Guo, Moxin Li, Wenjie Wang, Xiaoyuan Li, Yang Zhang

arxiv:2406.00755 v1 · 2024-06-02 · cs.CL · cs.AI · cs.LG

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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

5 papers in Pith

ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning
GeoLaux: A Benchmark for Evaluating MLLMs' Geometry Performance on Long-Step Problems Requiring Auxiliary Lines
Rethinking Math Reasoning Evaluation: A Robust LLM-as-a-Judge Framework Beyond Symbolic Rigidity
Semantic Needles in Document Haystacks: Sensitivity Testing of LLM-as-a-Judge Similarity Scoring
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First computed 2026-07-05T08:27:10.244878Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6b6a45c8b27d9de42719fa22729639e7d14175f665f57236773c844a527ae452

Aliases

arxiv: 2406.00755 · arxiv_version: 2406.00755v1 · doi: 10.48550/arxiv.2406.00755 · pith_short_12: NNVELSFSPWO6 · pith_short_16: NNVELSFSPWO6IJYZ · pith_short_8: NNVELSFS
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Resolver JSON Graph JSON Events JSON Schema Signing key
Verify this Pith Number yourself 
curl -sH 'Accept: application/ld+json' https://pith.science/pith/NNVELSFSPWO6IJYZ7IRHFFRZ47 \
  | 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: 6b6a45c8b27d9de42719fa22729639e7d14175f665f57236773c844a527ae452
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "ca287ebedea60f0d0bc48b8c1f97345b66e91f0b7b46f530bf95a0e78cec745e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-02T14:16:24Z",
    "title_canon_sha256": "55f4ea8ab9696e3c3cf15f5967c3a651fba7ab0feb1c3f069db6ef25cb5fb49f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.00755",
    "kind": "arxiv",
    "version": 1
  }
}