Pith Number

pith:DPTVKY2I

pith:2018:DPTVKY2IYJ7WMOJCOZUAAZBGFJ

not attested not anchored not stored refs pending

code2seq: Generating Sequences from Structured Representations of Code

Eran Yahav, Omer Levy, Shaked Brody, Uri Alon

arxiv:1808.01400 v6 · 2018-08-04 · cs.LG · cs.PL · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DPTVKY2IYJ7WMOJCOZUAAZBGFJ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

7 papers in Pith

Learning Blended, Precise Semantic Program Embeddings

How Secure is Code Generated by ChatGPT?

Social Life of Code: Modeling Evolution through Code Embedding and Opinion Dynamics

GraphCodeBERT: Pre-training Code Representations with Data Flow

CodeBLEU: a Method for Automatic Evaluation of Code Synthesis

Receipt and verification

First computed	2026-05-17T23:53:02.762784Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1be7556348c27f66392276680064262a65a68138732eea4afcb1947b174da5c7

Aliases

arxiv: 1808.01400 · arxiv_version: 1808.01400v6 · doi: 10.48550/arxiv.1808.01400 · pith_short_12: DPTVKY2IYJ7W · pith_short_16: DPTVKY2IYJ7WMOJC · pith_short_8: DPTVKY2I

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/DPTVKY2IYJ7WMOJCOZUAAZBGFJ \
  | 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: 1be7556348c27f66392276680064262a65a68138732eea4afcb1947b174da5c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ae24cdb0da93608ed6a58ed4cecc90f50029f26a388b332cc9554f9934a8b01",
    "cross_cats_sorted": [
      "cs.PL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-08-04T01:26:07Z",
    "title_canon_sha256": "0bc637bfa0073ae4664c6a09d75fe04e9ffa9b3ee6bde366de758025a9c234a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1808.01400",
    "kind": "arxiv",
    "version": 6
  }
}