Pith Number

pith:NWSSFOBU

pith:2015:NWSSFOBUGHPVMBMWBPEAZ4UTG6

not attested not anchored not stored refs pending

Effective Approaches to Attention-based Neural Machine Translation

Christopher D. Manning, Hieu Pham, Minh-Thang Luong

arxiv:1508.04025 v5 · 2015-08-17 · cs.CL

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\usepackage{pith}
\pithnumber{NWSSFOBUGHPVMBMWBPEAZ4UTG6}

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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

20 papers in Pith

Predicting Drug Responses by Propagating Interactions through Text-Enhanced Drug-Gene Networks

Improving Zero-shot Translation with Language-Independent Constraints

Leveraging Text Repetitions and Denoising Autoencoders in OCR Post-correction

Creating A Neural Pedagogical Agent by Jointly Learning to Review and Assess

Do Transformer Attention Heads Provide Transparency in Abstractive Summarization?

Receipt and verification

First computed	2026-05-18T01:32:36.793455Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6da522b83431df5605960bc80cf29337b09bfc926098390bfbcdcebc54c474a8

Aliases

arxiv: 1508.04025 · arxiv_version: 1508.04025v5 · doi: 10.48550/arxiv.1508.04025 · pith_short_12: NWSSFOBUGHPV · pith_short_16: NWSSFOBUGHPVMBMW · pith_short_8: NWSSFOBU

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/NWSSFOBUGHPVMBMWBPEAZ4UTG6 \
  | 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: 6da522b83431df5605960bc80cf29337b09bfc926098390bfbcdcebc54c474a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "034dad4d5cb7f93939763852d10005e859782dedca79707ce74ec01bb51da55e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2015-08-17T13:43:19Z",
    "title_canon_sha256": "89e232aecfb6e959ecd5fdeb5cfed4ed2c780f35ae31fa8b7c71b0f40826c4a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1508.04025",
    "kind": "arxiv",
    "version": 5
  }
}