Pith Number

pith:DY2KOD3Q

pith:2014:DY2KOD3QB6HCUC3QC7VILD7WIL

not attested not anchored not stored refs pending

Convolutional Neural Networks over Tree Structures for Programming Language Processing

Ge Li, Lili Mou, Lu Zhang, Tao Wang, Zhi Jin

arxiv:1409.5718 v2 · 2014-09-18 · cs.LG · cs.NE · cs.SE

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DY2KOD3QB6HCUC3QC7VILD7WIL}

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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

A Survey on Large Language Models for Code Generation

Receipt and verification

First computed	2026-05-18T01:25:03.013220Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e34a70f700f8e2a0b7017ea858ff642dbbac2cba454e126513ee305bec469e5

Aliases

arxiv: 1409.5718 · arxiv_version: 1409.5718v2 · doi: 10.48550/arxiv.1409.5718 · pith_short_12: DY2KOD3QB6HC · pith_short_16: DY2KOD3QB6HCUC3Q · pith_short_8: DY2KOD3Q

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/DY2KOD3QB6HCUC3QC7VILD7WIL \
  | 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: 1e34a70f700f8e2a0b7017ea858ff642dbbac2cba454e126513ee305bec469e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b900ceeea68aaeb596fd65dc9745db27c02b2e36ba6631af986fd1a4058ac035",
    "cross_cats_sorted": [
      "cs.NE",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2014-09-18T06:50:52Z",
    "title_canon_sha256": "59965cdee12da30d1e865e295570ba5c40dd004f7f1c2f54bb5776e0d31b3d01"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1409.5718",
    "kind": "arxiv",
    "version": 2
  }
}