Pith Number

pith:KSTIWJP7

pith:2023:KSTIWJP7VSSHGQ6DV4ZCKOHGFV

not attested not anchored not stored refs pending

Sequential Integrated Gradients: a simple but effective method for explaining language models

Joseph Enguehard

arxiv:2305.15853 v1 · 2023-05-25 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KSTIWJP7VSSHGQ6DV4ZCKOHGFV}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

2 papers in Pith

Explaining Black-Box Language Models: Learning to Optimize Linguistically-Structured Word Subsets

Saliency-R1: Enforcing Interpretable and Faithful Vision-language Reasoning via Saliency-map Alignment Reward

Receipt and verification

First computed	2026-07-05T06:13:45.505452Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54a68b25ffaca47343c3af322538e62d5a6c1970275a8463ad7e672c47ed1b5a

Aliases

arxiv: 2305.15853 · arxiv_version: 2305.15853v1 · doi: 10.48550/arxiv.2305.15853 · pith_short_12: KSTIWJP7VSSH · pith_short_16: KSTIWJP7VSSHGQ6D · pith_short_8: KSTIWJP7

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/KSTIWJP7VSSHGQ6DV4ZCKOHGFV \
  | 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: 54a68b25ffaca47343c3af322538e62d5a6c1970275a8463ad7e672c47ed1b5a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b92bfebe01618a6a4c284a06c00982130d2caa4ee8ccb2b3b686f9710a32370",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-25T08:44:11Z",
    "title_canon_sha256": "5996fc4cece0b15ba6a59e1362362dabc496b16ad75a8109df3fc533bb7b72b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.15853",
    "kind": "arxiv",
    "version": 1
  }
}