Pith Number

pith:YR7PF7UK

pith:2019:YR7PF7UKYPPEMNLOYG7XSRHXBY

not attested not anchored not stored refs pending

Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets

Shankai Yan, Yifan Peng, Zhiyong Lu

arxiv:1906.05474 v2 · 2019-06-13 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YR7PF7UKYPPEMNLOYG7XSRHXBY}

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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

3 papers in Pith

Data-Centric Foundation Models in Computational Healthcare: A Survey

Towards the Anonymization of the Language Modeling

ADMEDTAGGER: an annotation framework for distillation of expert knowledge for the Polish medical language

Receipt and verification

First computed	2026-05-17T23:43:08.719695Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c47ef2fe8ac3de46356ec1bf7944f70e09a73b85f979d0b70cbaf9faf7031928

Aliases

arxiv: 1906.05474 · arxiv_version: 1906.05474v2 · doi: 10.48550/arxiv.1906.05474 · pith_short_12: YR7PF7UKYPPE · pith_short_16: YR7PF7UKYPPEMNLO · pith_short_8: YR7PF7UK

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/YR7PF7UKYPPEMNLOYG7XSRHXBY \
  | 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: c47ef2fe8ac3de46356ec1bf7944f70e09a73b85f979d0b70cbaf9faf7031928

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c834c5dcd42793938f673eaeb4525ee783dc1de916cfd4664daf22e82507823f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-06-13T04:07:12Z",
    "title_canon_sha256": "f7d4b3266efcacdbcb9308affb7fa9fb7bfdc0b9b5645d27957d47e42e7e7af2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.05474",
    "kind": "arxiv",
    "version": 2
  }
}