pith. sign in
Pith Number

pith:KE57YIUV

pith:2019:KE57YIUVQVXJC5AEW4BD55VCPJ
not attested not anchored not stored refs pending

Supervised Contextual Embeddings for Transfer Learning in Natural Language Processing Tasks

Aditya Siddhant, Anthony Tomasic, Matthias Grabmair, Mihir Kale, Radhika Parik, Sreyashi Nag

arxiv:1906.12039 v1 · 2019-06-28 · cs.CL · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{KE57YIUVQVXJC5AEW4BD55VCPJ}

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.
Receipt and verification
First computed 2026-05-17T23:41:59.460787Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

513bfc2295856e917404b7023ef6a27a65d49f31a10bae26fe3fa333dbfec9ee

Aliases

arxiv: 1906.12039 · arxiv_version: 1906.12039v1 · doi: 10.48550/arxiv.1906.12039 · pith_short_12: KE57YIUVQVXJ · pith_short_16: KE57YIUVQVXJC5AE · pith_short_8: KE57YIUV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/KE57YIUVQVXJC5AEW4BD55VCPJ \
  | 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: 513bfc2295856e917404b7023ef6a27a65d49f31a10bae26fe3fa333dbfec9ee
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "3c20b0fc7684df37fe24a010b45f0573f3590c0ffe5674b2c30f416c10917125",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-06-28T04:41:06Z",
    "title_canon_sha256": "5efab8492453e54000c56836d8e60e6571f1f1969bda10783e5d59b4acc39121"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.12039",
    "kind": "arxiv",
    "version": 1
  }
}