Pith. sign in
Pith Number

pith:V45L4MHE

pith:2021:V45L4MHEHHHSDFH5NUPB7NJ527
not attested not anchored not stored refs pending

Deep learning models are not robust against noise in clinical text

Kathrin Blagec, Matthias Samwald, Milad Moradi

arxiv:2108.12242 v1 · 2021-08-27 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{V45L4MHEHHHSDFH5NUPB7NJ527}

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

Receipt and verification
First computed 2026-07-05T03:09:23.709383Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

af3abe30e439cf2194fd6d1e1fb53dd7cf5a4f8a282d12e91de0db052ca4a8a7

Aliases

arxiv: 2108.12242 · arxiv_version: 2108.12242v1 · doi: 10.48550/arxiv.2108.12242 · pith_short_12: V45L4MHEHHHS · pith_short_16: V45L4MHEHHHSDFH5 · pith_short_8: V45L4MHE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/V45L4MHEHHHSDFH5NUPB7NJ527 \
  | 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: af3abe30e439cf2194fd6d1e1fb53dd7cf5a4f8a282d12e91de0db052ca4a8a7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "145763d8d7c36b2345442b60db59a6cc667fa29ef5138675e003f4238b093861",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-08-27T12:47:19Z",
    "title_canon_sha256": "0a62652906471bee155a6cde8d9edcc5e56dab8f23200746a0119cf74e38195c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.12242",
    "kind": "arxiv",
    "version": 1
  }
}