Pith Number

pith:BUDC7OON

pith:2023:BUDC7OON3CZ63LUYQBPICRSMIV

not attested not anchored not stored refs pending

Uncertainty in Natural Language Generation: From Theory to Applications

Barbara Plank, Chrysoula Zerva, Dennis Ulmer, Evgenia Ilia, Haau-sing Li, Joris Baan, Nico Daheim, Raquel Fern\'andez, Rico Sennrich, Wilker Aziz

arxiv:2307.15703 v1 · 2023-07-28 · cs.CL · cs.AI · 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{BUDC7OON3CZ63LUYQBPICRSMIV}

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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

8 papers in Pith

Uncertainty Decomposition for Clarification Seeking in LLM Agents

When Calibration Rankings Reverse: Accuracy-Controlled Evaluation for Fair Comparison of LLMs

Clarify, Abstain or Answer? Strategising in Conversation with Belief-Augmented Generation

Epistemic Uncertainty Is Not the Reducible Kind

Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models

Receipt and verification

First computed	2026-07-05T06:35:38.602025Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d062fb9cdd8b3edae98805e81464c45591cb31c7675eb460a75c3b85885481f

Aliases

arxiv: 2307.15703 · arxiv_version: 2307.15703v1 · doi: 10.48550/arxiv.2307.15703 · pith_short_12: BUDC7OON3CZ6 · pith_short_16: BUDC7OON3CZ63LUY · pith_short_8: BUDC7OON

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/BUDC7OON3CZ63LUYQBPICRSMIV \
  | 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: 0d062fb9cdd8b3edae98805e81464c45591cb31c7675eb460a75c3b85885481f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89bbc2f1c8e59f1f83c9682641ea920c6d5536f630603ceea994ccf782e7afa1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-28T17:51:21Z",
    "title_canon_sha256": "08b08a831bc116ea94fd30880b1489c18bd385f3bc2722e6f46c97a4a2276cdc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.15703",
    "kind": "arxiv",
    "version": 1
  }
}