Pith Number

pith:3AVFKDUD

pith:2024:3AVFKDUDRVNTKINIEPVDPO4SDW

not attested not anchored not stored refs pending

Explainability in Neural Networks for Natural Language Processing Tasks

Jugal Kalita, Melkamu Mersha, Mingiziem Bitewa, Tsion Abay

arxiv:2412.18036 v2 · 2024-12-23 · 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{3AVFKDUDRVNTKINIEPVDPO4SDW}

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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

Explainable AI: Context-Aware Layer-Wise Integrated Gradients for Explaining Transformer Models

Receipt and verification

First computed	2026-07-05T09:58:44.377105Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d82a550e838d5b3521a823ea37bb921db890b663aa97a96a99e84f294b924b56

Aliases

arxiv: 2412.18036 · arxiv_version: 2412.18036v2 · doi: 10.48550/arxiv.2412.18036 · pith_short_12: 3AVFKDUDRVNT · pith_short_16: 3AVFKDUDRVNTKINI · pith_short_8: 3AVFKDUD

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/3AVFKDUDRVNTKINIEPVDPO4SDW \
  | 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: d82a550e838d5b3521a823ea37bb921db890b663aa97a96a99e84f294b924b56

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43690c0df8fd33ebf3343ab56138eb40960913924fb0364645be9508271c94f5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-23T23:09:56Z",
    "title_canon_sha256": "a26b36df9aaa2763ed795cddb163d1824101c76b17c732b9093e76ff5f9d7a95"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.18036",
    "kind": "arxiv",
    "version": 2
  }
}