Pith Number

pith:VBYRGD5N

pith:2021:VBYRGD5NKUF2HWZ7IQSPZY7MRW

not attested not anchored not stored refs pending

BERT2Code: Can Pretrained Language Models be Leveraged for Code Search?

Abdullah Al Ishtiaq, Anindya Iqbal, Kazi Sajeed Mehrab, Masum Hasan, Md. Mahim Anjum Haque, Rifat Shahriyar, Tahmid Hasan, Tanveer Muttaqueen

arxiv:2104.08017 v1 · 2021-04-16 · cs.SE · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VBYRGD5NKUF2HWZ7IQSPZY7MRW}

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

1 paper in Pith

Resource-Efficient Automatic Software Vulnerability Assessment via Knowledge Distillation and Particle Swarm Optimization

Receipt and verification

First computed	2026-07-05T02:32:40.158039Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a871130fad550ba3db3f4424fce3ec8dba7a3ce60da877cdb4227bc16035fea9

Aliases

arxiv: 2104.08017 · arxiv_version: 2104.08017v1 · doi: 10.48550/arxiv.2104.08017 · pith_short_12: VBYRGD5NKUF2 · pith_short_16: VBYRGD5NKUF2HWZ7 · pith_short_8: VBYRGD5N

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/VBYRGD5NKUF2HWZ7IQSPZY7MRW \
  | 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: a871130fad550ba3db3f4424fce3ec8dba7a3ce60da877cdb4227bc16035fea9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba8ea7386404b0be6f6c54826d8365207a7d9867f1c29bd1176f7c26887f1890",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2021-04-16T10:28:27Z",
    "title_canon_sha256": "e4671d180ae675b68206aa45c36b51b591b8534dea52078f825535420471db1d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.08017",
    "kind": "arxiv",
    "version": 1
  }
}