Pith Number

pith:TKM6AVGV

pith:2024:TKM6AVGVWEAJ2VU2QWQ5YOHDID

not attested not anchored not stored refs pending

Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph

Abdelrahman Boda Sadallah, Akim Tsvigun, Alexander Panchenko, Artem Shelmanov, Artem Vazhentsev, Daniil Vasilev, Ekaterina Fadeeva, Kirill Grishchenkov, Lyudmila Rvanova, Maxim Panov, Preslav Nakov, Roman Vashurin, Rui Xing, Sergey Petrakov, Timothy Baldwin

arxiv:2406.15627 v4 · 2024-06-21 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{TKM6AVGVWEAJ2VU2QWQ5YOHDID}

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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

4 papers in Pith

Token-Level Density-Based Uncertainty Quantification Methods for Eliciting Truthfulness of Large Language Models

Self-Reported Confidence of Large Language Models in Gastroenterology: Analysis of Commercial, Open-Source, and Quantized Models

On-the-Fly Input Adaptation for Reliable Code Intelligence

When to Answer and When to Defer: A Decision Framework for Reliable Code Predictions

Receipt and verification

First computed	2026-07-05T11:28:59.894276Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9a99e054d5b1009d569a85a1dc38e340da007e1aa6f1071e9643768ab25c4d33

Aliases

arxiv: 2406.15627 · arxiv_version: 2406.15627v4 · doi: 10.48550/arxiv.2406.15627 · pith_short_12: TKM6AVGVWEAJ · pith_short_16: TKM6AVGVWEAJ2VU2 · pith_short_8: TKM6AVGV

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/TKM6AVGVWEAJ2VU2QWQ5YOHDID \
  | 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: 9a99e054d5b1009d569a85a1dc38e340da007e1aa6f1071e9643768ab25c4d33

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d440b514fcf68b3aa0dea048554278585fa3a1ce8bca244f5ed5bc0e29067d35",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-21T20:06:31Z",
    "title_canon_sha256": "26653d7001acef91b8e181d98895d04cf5b540102eb5d0590e39930d8ed8bb29"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.15627",
    "kind": "arxiv",
    "version": 4
  }
}