Pith Number

pith:5CNVFQWX

pith:2023:5CNVFQWXGSGPYBPWCCH7BBLSOL

not attested not anchored not stored refs pending

The Unreasonable Effectiveness of Random Target Embeddings for Continuous-Output Neural Machine Translation

Evgeniia Tokarchuk, Vlad Niculae

arxiv:2310.20620 v2 · 2023-10-31 · cs.CL · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5CNVFQWXGSGPYBPWCCH7BBLSOL}

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	2026-07-05T08:03:27.521515Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e89b52c2d7348cfc05f6108ff0857272e38237fcd1380b45adb4b0a57f49e502

Aliases

arxiv: 2310.20620 · arxiv_version: 2310.20620v2 · doi: 10.48550/arxiv.2310.20620 · pith_short_12: 5CNVFQWXGSGP · pith_short_16: 5CNVFQWXGSGPYBPW · pith_short_8: 5CNVFQWX

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/5CNVFQWXGSGPYBPWCCH7BBLSOL \
  | 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: e89b52c2d7348cfc05f6108ff0857272e38237fcd1380b45adb4b0a57f49e502

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "442e97362ce419f538f8af3778f184c24d4efb7b09a5c8a63912902c5aaea6dc",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-31T16:53:10Z",
    "title_canon_sha256": "bef62037bdfba1bc39d4a8e30d6e6511a36fc1fa8b5ba6c37bf4b0cc522db67c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.20620",
    "kind": "arxiv",
    "version": 2
  }
}