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Pith Number

pith:DOQXLNFX

pith:2024:DOQXLNFXMPDLNSRZSOHTEE5CJY
not attested not anchored not stored refs pending

Mitigating LLM Hallucinations via Conformal Abstention

Adam Fisch, Ali Taylan Cemgil, Andr\'as Gy\"orgy, Arnaud Doucet, Csaba Szepesv\'ari, David Stutz, Ilja Kuzborskij, Iuliya Beloshapka, Nenad Tomasev, Wei-Hung Weng, Yao-Yuan Yang, Yasin Abbasi Yadkori

arxiv:2405.01563 v1 · 2024-04-04 · cs.LG · cs.AI · 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{DOQXLNFXMPDLNSRZSOHTEE5CJY}

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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

17 papers in Pith

Two Axes of LLM Abstention: Answer Correctness and Question Answerability
Auto-DSM Under the Lens: A Black-Box Evaluation Framework for LLM-Based DSM Generation
Strategic Decision Support for AI Agents
OpenHalDet: A Unified Benchmark for Hallucination Detection across Diverse Generation Scenarios
Breaking the Chains of Probability: Neutrosophic Logic as a New Framework for Epistemic Uncertainty in Large Language Models
Receipt and verification
First computed 2026-07-05T08:14:57.969304Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1ba175b4b763c6b6ca39938f3213a24e2f5c1abcd114951115023d19e56d09ac

Aliases

arxiv: 2405.01563 · arxiv_version: 2405.01563v1 · doi: 10.48550/arxiv.2405.01563 · pith_short_12: DOQXLNFXMPDL · pith_short_16: DOQXLNFXMPDLNSRZ · pith_short_8: DOQXLNFX
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/DOQXLNFXMPDLNSRZSOHTEE5CJY \
  | 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: 1ba175b4b763c6b6ca39938f3213a24e2f5c1abcd114951115023d19e56d09ac
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "e2ca3daa807ab80db7894f6834d2cc0ae626c9c5ae14fe04e6484cf330a37b02",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-04T11:32:03Z",
    "title_canon_sha256": "57e2621a505546ab1c58a99396fc6caafc88daee10a70bc4148ff1bcbc0b9f02"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.01563",
    "kind": "arxiv",
    "version": 1
  }
}