Pith Number

pith:AQECPX74

pith:2023:AQECPX74XRJ5MR6DPIHFLMARQI

not attested not anchored not stored refs pending

Logit-Based Ensemble Distribution Distillation for Robust Autoregressive Sequence Uncertainties

Guoxuan Xia, Mark Gales, Yassir Fathullah

arxiv:2305.10384 v1 · 2023-05-17 · cs.LG · 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{AQECPX74XRJ5MR6DPIHFLMARQI}

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

Confident in a Confidence Score: Investigating the Sensitivity of Confidence Scores to Supervised Fine-Tuning

Receipt and verification

First computed	2026-07-05T06:11:13.799902Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

040827dffcbc53d647c37a0e55b011821bd13bb973f4d1b50a1663b56ab0160a

Aliases

arxiv: 2305.10384 · arxiv_version: 2305.10384v1 · doi: 10.48550/arxiv.2305.10384 · pith_short_12: AQECPX74XRJ5 · pith_short_16: AQECPX74XRJ5MR6D · pith_short_8: AQECPX74

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/AQECPX74XRJ5MR6DPIHFLMARQI \
  | 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: 040827dffcbc53d647c37a0e55b011821bd13bb973f4d1b50a1663b56ab0160a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "881618425951738048806998bea91afa036fa6ebe8089159d6c10f50ebf8d577",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-17T17:21:10Z",
    "title_canon_sha256": "eaaca5f0631db85a17655ba0e66447c5ce6ddd8342e995c8c68cdc4320559d0a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.10384",
    "kind": "arxiv",
    "version": 1
  }
}