Pith Number

pith:GRWKLAXI

pith:2023:GRWKLAXIAWDD22RCJZ5WG4NEXR

not attested not anchored not stored refs pending

Clinical BERTScore: An Improved Measure of Automatic Speech Recognition Performance in Clinical Settings

Ehud Rivlin, Joel Shor, Roman Goldenberg, Ruyue Agnes Bi, Steven Ibara, Subhashini Venugopalan

arxiv:2303.05737 v4 · 2023-03-10 · eess.AS · cs.CL · cs.LG · cs.SD

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GRWKLAXIAWDD22RCJZ5WG4NEXR}

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

Speech Recognition With LLMs Adapted to Disordered Speech Using Reinforcement Learning

Receipt and verification

First computed	2026-07-05T07:55:20.307509Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

346ca582e805863d6a224e7b6371a4bc5367e9844c51010c46b9dd0fb87a251b

Aliases

arxiv: 2303.05737 · arxiv_version: 2303.05737v4 · doi: 10.48550/arxiv.2303.05737 · pith_short_12: GRWKLAXIAWDD · pith_short_16: GRWKLAXIAWDD22RC · pith_short_8: GRWKLAXI

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/GRWKLAXIAWDD22RCJZ5WG4NEXR \
  | 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: 346ca582e805863d6a224e7b6371a4bc5367e9844c51010c46b9dd0fb87a251b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "efc665fa0b6b45f52552731e4cca188a1d347866d0b830e04190af6efb68cc4a",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2023-03-10T06:46:23Z",
    "title_canon_sha256": "f11b9883b7759c5bc9e09951888e5e37e197adfbfa971704c4e824aee3168830"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.05737",
    "kind": "arxiv",
    "version": 4
  }
}