Pith. sign in
Pith Number

pith:PLOB6HOK

pith:2020:PLOB6HOKO4D56Z3OWHOMC2HJ4T
not attested not anchored not stored refs pending

Self-training Improves Pre-training for Natural Language Understanding

Alexis Conneau, Beliz Gunel, Edouard Grave, Jingfei Du, Michael Auli, Onur Celebi, Ves Stoyanov, Vishrav Chaudhary

arxiv:2010.02194 v1 · 2020-10-05 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{PLOB6HOKO4D56Z3OWHOMC2HJ4T}

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 2026-07-05T01:40:18.371795Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7adc1f1dca7707df676eb1dcc168e9e4f7b14a0913d59666b99a719587dc3f48

Aliases

arxiv: 2010.02194 · arxiv_version: 2010.02194v1 · doi: 10.48550/arxiv.2010.02194 · pith_short_12: PLOB6HOKO4D5 · pith_short_16: PLOB6HOKO4D56Z3O · pith_short_8: PLOB6HOK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PLOB6HOKO4D56Z3OWHOMC2HJ4T \
  | 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: 7adc1f1dca7707df676eb1dcc168e9e4f7b14a0913d59666b99a719587dc3f48
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "83c6d87e5cc5243fdeabd70e0439beca78dc92c27de777a834f64a16afc64def",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-10-05T17:52:25Z",
    "title_canon_sha256": "6f1d992b577dd360aab67d9920075026b94ec66ea84a3614f27451cf9f8e7ed6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.02194",
    "kind": "arxiv",
    "version": 1
  }
}