Pith. sign in
Pith Number

pith:ESNKJDK7

pith:2020:ESNKJDK7ONKUGGYBP3T5NDOT3R
not attested not anchored not stored refs pending

Corrected CBOW Performs as well as Skip-gram

Adrian Benton, Karl Stratos, Ozan \.Irsoy

arxiv:2012.15332 v2 · 2020-12-30 · cs.CL · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ESNKJDK7ONKUGGYBP3T5NDOT3R}

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 2026-07-05T03:30:08.253959Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

249aa48d5f7355431b017ee7d68dd3dc483bc6d28abe071cb7ee508f331722f7

Aliases

arxiv: 2012.15332 · arxiv_version: 2012.15332v2 · doi: 10.48550/arxiv.2012.15332 · pith_short_12: ESNKJDK7ONKU · pith_short_16: ESNKJDK7ONKUGGYB · pith_short_8: ESNKJDK7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ESNKJDK7ONKUGGYBP3T5NDOT3R \
  | 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: 249aa48d5f7355431b017ee7d68dd3dc483bc6d28abe071cb7ee508f331722f7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e438e902ab4ba2a8800c7b0bbe3a4be49990bc899d2acf910c4f957d8c645786",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-12-30T21:37:28Z",
    "title_canon_sha256": "c7171fccdfb67f28a11ae6f556df0fc0bbe96c7881b0332c9f9f3009978b7bc3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.15332",
    "kind": "arxiv",
    "version": 2
  }
}