Pith Number

pith:IMWCV675

pith:2025:IMWCV675NM6CF4CXHQAQZCYNID

not attested not anchored not stored refs pending

A Close Look at Decomposition-based XAI-Methods for Transformer Language Models

Bruno Puri, Leila Arras, Patrick Kahardipraja, Sebastian Lapuschkin, Wojciech Samek

arxiv:2502.15886 v1 · 2025-02-21 · 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{IMWCV675NM6CF4CXHQAQZCYNID}

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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

4 papers in Pith

Fast & Faithful Function Vectors

From Clever Hans to Scientific Discovery: Interpreting EEG Foundational Transformers with LRP

Contrastive Attribution in the Wild: An Interpretability Analysis of LLM Failures on Realistic Benchmarks

Evaluating Post-hoc Explanations of the Transformer-based Genome Language Model DNABERT-2

Receipt and verification

First computed	2026-07-05T10:18:17.847785Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

432c2afbfd6b3c22f0573c010c8b0d40f31bbcfae87305d88b471701fe0c3b2b

Aliases

arxiv: 2502.15886 · arxiv_version: 2502.15886v1 · doi: 10.48550/arxiv.2502.15886 · pith_short_12: IMWCV675NM6C · pith_short_16: IMWCV675NM6CF4CX · pith_short_8: IMWCV675

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/IMWCV675NM6CF4CXHQAQZCYNID \
  | 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: 432c2afbfd6b3c22f0573c010c8b0d40f31bbcfae87305d88b471701fe0c3b2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1b1e6ff8fe0d9269ff5595e10eb8d003c2e5ad2dd68a9c5ddfcb2cbd2592156",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-21T19:09:40Z",
    "title_canon_sha256": "a5bfe7086bab7158d78c953e45ea486473305ad89f1bc5dcf595174214971862"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.15886",
    "kind": "arxiv",
    "version": 1
  }
}