Pith Number

pith:UJSQSPJO

pith:2022:UJSQSPJOOGKMAPAVR4MLFPYFJN

not attested not anchored not stored refs pending

Is Encoder-Decoder Redundant for Neural Machine Translation?

Christian Herold, Hermann Ney, Yingbo Gao, Zijian Yang

arxiv:2210.11807 v1 · 2022-10-21 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{UJSQSPJOOGKMAPAVR4MLFPYFJN}

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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

1 paper in Pith

Small Language Models in the Real World: Insights from Industrial Text Classification

Receipt and verification

First computed	2026-07-05T05:08:57.901553Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a265093d2e7194c03c158f18b2bf054b42d2f039f719f6f83664ffaec4481d2c

Aliases

arxiv: 2210.11807 · arxiv_version: 2210.11807v1 · doi: 10.48550/arxiv.2210.11807 · pith_short_12: UJSQSPJOOGKM · pith_short_16: UJSQSPJOOGKMAPAV · pith_short_8: UJSQSPJO

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/UJSQSPJOOGKMAPAVR4MLFPYFJN \
  | 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: a265093d2e7194c03c158f18b2bf054b42d2f039f719f6f83664ffaec4481d2c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "baf022b8a109a00ec67b3ffe4a88556be01a6415f70d93409c1949a479bdc8b1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-21T08:33:55Z",
    "title_canon_sha256": "21405733673c5b89448a520f81581c01542cc0d2eec132844df403bbc277b25b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.11807",
    "kind": "arxiv",
    "version": 1
  }
}