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Pith Number

pith:4BPRN6BC

pith:2025:4BPRN6BC6ZAUPDMJYRA7AAL2BY
not attested not anchored not stored refs pending

Hybrid-NL2SVA: Integrating RAG and Finetuning for LLM-based NL2SVA

Derek Ekberg, Ramesh Karri, Siddharth Garg, Weihua Xiao

arxiv:2506.21569 v1 · 2025-06-12 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{4BPRN6BC6ZAUPDMJYRA7AAL2BY}

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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

Receipt and verification
First computed 2026-07-05T11:27:56.525095Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e05f16f822f641478d89c441f0017a0e203c9a9cb10cb32d68042c3680373715

Aliases

arxiv: 2506.21569 · arxiv_version: 2506.21569v1 · doi: 10.48550/arxiv.2506.21569 · pith_short_12: 4BPRN6BC6ZAU · pith_short_16: 4BPRN6BC6ZAUPDMJ · pith_short_8: 4BPRN6BC
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4BPRN6BC6ZAUPDMJYRA7AAL2BY \
  | 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: e05f16f822f641478d89c441f0017a0e203c9a9cb10cb32d68042c3680373715
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c263e6c1866bc8c04f917cfeb5eed92392fd20d1cdeccbc48bc9ada1e5b7eb74",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-12T17:52:06Z",
    "title_canon_sha256": "c0f357aff00b85a743043c6ddd86dd3999fea6d5e4eba005b6f5a586cf45e709"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.21569",
    "kind": "arxiv",
    "version": 1
  }
}