Pith Number

pith:EIDHJ4JR

pith:2021:EIDHJ4JR3GEEORCPMRDWLV2MRB

not attested not anchored not stored refs pending

Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions

Javier Ferrando, Marta R. Costa-juss\`a

arxiv:2109.05853 v1 · 2021-09-13 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EIDHJ4JR3GEEORCPMRDWLV2MRB}

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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

Decoding the Multimodal Maze: A Systematic Review on the Adoption of Explainability in Multimodal Attention-based Models

Receipt and verification

First computed	2026-07-05T03:13:43.046298Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

220674f131d98847444f644765d74c88686f7a3e8449bbaa04c98a85c2940192

Aliases

arxiv: 2109.05853 · arxiv_version: 2109.05853v1 · doi: 10.48550/arxiv.2109.05853 · pith_short_12: EIDHJ4JR3GEE · pith_short_16: EIDHJ4JR3GEEORCP · pith_short_8: EIDHJ4JR

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/EIDHJ4JR3GEEORCPMRDWLV2MRB \
  | 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: 220674f131d98847444f644765d74c88686f7a3e8449bbaa04c98a85c2940192

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "586ed1b3ae03f3539fc1db680a0d9750d9cdfbf32d2234c0c70160d5756bc8e0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-09-13T10:44:02Z",
    "title_canon_sha256": "a924d28e192d22e5f62e5b44e3fac4609c6c08a55e6690db27d787a4b34e4314"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.05853",
    "kind": "arxiv",
    "version": 1
  }
}