Pith Number

pith:HNZ3NOMX

pith:2023:HNZ3NOMXKMPW6IVLLLTFXMAMX7

not attested not anchored not stored refs pending

Transfer learning for conflict and duplicate detection in software requirement pairs

Ayse Bener, Devang Parikh, Garima Malik, Mucahit Cevik, Savas Yildirim

arxiv:2301.03709 v2 · 2023-01-09 · cs.SE · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HNZ3NOMXKMPW6IVLLLTFXMAMX7}

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

Generative Language Models Potential for Requirement Engineering Applications: Insights into Current Strengths and Limitations

Receipt and verification

First computed	2026-07-05T08:50:06.201271Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b73b6b997531f6f22ab5ae65bb00cbff359ccd3db6143e3ce6aa0d9c20ca273

Aliases

arxiv: 2301.03709 · arxiv_version: 2301.03709v2 · doi: 10.48550/arxiv.2301.03709 · pith_short_12: HNZ3NOMXKMPW · pith_short_16: HNZ3NOMXKMPW6IVL · pith_short_8: HNZ3NOMX

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/HNZ3NOMXKMPW6IVLLLTFXMAMX7 \
  | 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: 3b73b6b997531f6f22ab5ae65bb00cbff359ccd3db6143e3ce6aa0d9c20ca273

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb7fecd7b606f639aad11037d92443971f936ba36e27ba68e64281fb0ef626a8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-01-09T22:47:12Z",
    "title_canon_sha256": "3002c5f983efb53c0ce5b8f8131deb337988bcf72314bfa83df233d193bc982f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.03709",
    "kind": "arxiv",
    "version": 2
  }
}