Pith Number

pith:MUCVAEPT

pith:2018:MUCVAEPT5VHZST4TQQKSB4PSXH

not attested not anchored not stored refs pending

Fast Decoding in Sequence Models using Discrete Latent Variables

Ashish Vaswani, Aurko Roy, Jakob Uszkoreit, {\L}ukasz Kaiser, Niki Parmar, Noam Shazeer, Samy Bengio

arxiv:1803.03382 v6 · 2018-03-09 · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MUCVAEPT5VHZST4TQQKSB4PSXH}

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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.

Cited by

4 papers in Pith

Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation

Sequence Generation: From Both Sides to the Middle

CTRL: A Conditional Transformer Language Model for Controllable Generation

Optical Context Compression Is Just (Bad) Autoencoding

Receipt and verification

First computed	2026-05-18T00:13:54.940604Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65055011f3ed4f994f93841520f1f2b9ed1f9a983933aa9bc326fbfb62531bfc

Aliases

arxiv: 1803.03382 · arxiv_version: 1803.03382v6 · doi: 10.48550/arxiv.1803.03382 · pith_short_12: MUCVAEPT5VHZ · pith_short_16: MUCVAEPT5VHZST4T · pith_short_8: MUCVAEPT

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/MUCVAEPT5VHZST4TQQKSB4PSXH \
  | 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: 65055011f3ed4f994f93841520f1f2b9ed1f9a983933aa9bc326fbfb62531bfc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "727571f5ba9c974a6eec8c3bf47b9396392482f850ca6b1d08175bf3b8cfe22e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-03-09T04:39:35Z",
    "title_canon_sha256": "0845ef0325b0410522a5aff1ba3d309af76c079df70936d28197435aee3f78b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.03382",
    "kind": "arxiv",
    "version": 6
  }
}