Pith Number

pith:IUQBXN6W

pith:2025:IUQBXN6WD2A3IRB6PJPBYYAXBV

not attested not anchored not stored refs pending

Large Language Models (LLMs) for Source Code Analysis: applications, models and datasets

Hamed Jelodar, Mohammad Meymani, Roozbeh Razavi-Far

arxiv:2503.17502 v1 · 2025-03-21 · cs.SE · cs.AI · cs.CL

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\usepackage{pith}
\pithnumber{IUQBXN6WD2A3IRB6PJPBYYAXBV}

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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

8 papers in Pith

Evaluating Fine-Tuning and Metrics for Neural Decompilation of Dart AOT Binaries

LLM-Based Code Documentation Generation and Multi-Judge Evaluation

SafeTrans: LLM-assisted Transpilation from C to Rust

A Blueprint for AI-Driven Software Quality: Integrating LLMs with Established Standards

Cascaded Code Editing: Large-Small Model Collaboration for Effective and Efficient Code Editing

Receipt and verification

First computed	2026-07-05T10:37:10.886452Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45201bb7d61e81b4443e7a5e1c60170d5087f778f07e59bb0572a646febd0689

Aliases

arxiv: 2503.17502 · arxiv_version: 2503.17502v1 · doi: 10.48550/arxiv.2503.17502 · pith_short_12: IUQBXN6WD2A3 · pith_short_16: IUQBXN6WD2A3IRB6 · pith_short_8: IUQBXN6W

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/IUQBXN6WD2A3IRB6PJPBYYAXBV \
  | 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: 45201bb7d61e81b4443e7a5e1c60170d5087f778f07e59bb0572a646febd0689

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "609b242d41935e2a7d56552e7d87a81b7a5dcb86d35fbd8759595feb0f3b867d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-03-21T19:29:50Z",
    "title_canon_sha256": "5ef571f3ffaef13864cc9614aab29ba50f5998153b9edb12304e4a4d96da9bfc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.17502",
    "kind": "arxiv",
    "version": 1
  }
}