Pith Number

pith:IR6GL7WN

pith:2018:IR6GL7WN2YP3SLZ4Q5YSBSBTPV

not attested not anchored not stored refs pending

Multi-representation Ensembles and Delayed SGD Updates Improve Syntax-based NMT

Adria de Gispert, Bill Byrne, Danielle Saunders, Felix Stahlberg

arxiv:1805.00456 v3 · 2018-05-01 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IR6GL7WN2YP3SLZ4Q5YSBSBTPV}

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

Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts

Receipt and verification

First computed	2026-05-18T00:16:13.745802Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

447c65fecdd61fb92f3c877120c8337d60d27b24a135d6305c27b6ac3f850a7f

Aliases

arxiv: 1805.00456 · arxiv_version: 1805.00456v3 · doi: 10.48550/arxiv.1805.00456 · pith_short_12: IR6GL7WN2YP3 · pith_short_16: IR6GL7WN2YP3SLZ4 · pith_short_8: IR6GL7WN

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/IR6GL7WN2YP3SLZ4Q5YSBSBTPV \
  | 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: 447c65fecdd61fb92f3c877120c8337d60d27b24a135d6305c27b6ac3f850a7f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "13605f48bd370d8127c46a0c3da71fb8a2ffc83b1aa5a5a88307e421250b6840",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2018-05-01T17:48:10Z",
    "title_canon_sha256": "e3586dc5f91690d14e0141baded9e26478f8d06097e63c60dc99fbd748fc5bdb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.00456",
    "kind": "arxiv",
    "version": 3
  }
}