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Pith Number

pith:DQXERJ4Z

pith:2017:DQXERJ4ZZ4KTQEYAPZ7W322I65
not attested not anchored not stored refs pending

Effective Use of Bidirectional Language Modeling for Transfer Learning in Biomedical Named Entity Recognition

Devendra Singh Sachan, Eric P Xing, Mrinmaya Sachan, Pengtao Xie

arxiv:1711.07908 v3 · 2017-11-21 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DQXERJ4ZZ4KTQEYAPZ7W322I65}

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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.
Receipt and verification
First computed 2026-05-18T00:08:03.246946Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1c2e48a799cf153813007e7f6deb48f74ebf79bc54574c39cb7c054820207f80

Aliases

arxiv: 1711.07908 · arxiv_version: 1711.07908v3 · doi: 10.48550/arxiv.1711.07908 · pith_short_12: DQXERJ4ZZ4KT · pith_short_16: DQXERJ4ZZ4KTQEYA · pith_short_8: DQXERJ4Z
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DQXERJ4ZZ4KTQEYAPZ7W322I65 \
  | 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: 1c2e48a799cf153813007e7f6deb48f74ebf79bc54574c39cb7c054820207f80
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "53fd45c2c294378a2ec565c675a960dbefc5643f0c2786389532116f9883b6ac",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2017-11-21T16:55:18Z",
    "title_canon_sha256": "3322e967f4e5b4cb971bdce358d5208542c125a076e273ac89960694c6635b67"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.07908",
    "kind": "arxiv",
    "version": 3
  }
}