Pith Number

pith:BOVGDINP

pith:2017:BOVGDINPFFZA7LFMN3QCZVRFXA

not attested not anchored not stored refs pending

Code Completion with Neural Attention and Pointer Networks

Irwin King, Jian Li, Michael R. Lyu, Yue Wang

arxiv:1711.09573 v2 · 2017-11-27 · cs.CL · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BOVGDINPFFZA7LFMN3QCZVRFXA}

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

2 papers in Pith

GraphCodeBERT: Pre-training Code Representations with Data Flow

CodeBLEU: a Method for Automatic Evaluation of Code Synthesis

Receipt and verification

First computed	2026-07-05T00:03:53.297986Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0baa61a1af29720facac6ee02cd625b80ad9b3082edb15a60278ef0224729c6a

Aliases

arxiv: 1711.09573 · arxiv_version: 1711.09573v2 · doi: 10.48550/arxiv.1711.09573 · pith_short_12: BOVGDINPFFZA · pith_short_16: BOVGDINPFFZA7LFM · pith_short_8: BOVGDINP

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/BOVGDINPFFZA7LFMN3QCZVRFXA \
  | 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: 0baa61a1af29720facac6ee02cd625b80ad9b3082edb15a60278ef0224729c6a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54cd4a5edcb94c3d07ed10639c2f7b225977706a14ac25169b0c107e9cd5ebe0",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2017-11-27T08:17:16Z",
    "title_canon_sha256": "a1091b151394f8c7869a2e6b8ca042f3c6e6d4d95e43d50e023360c2266ce59a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.09573",
    "kind": "arxiv",
    "version": 2
  }
}