Pith Number

pith:GOMCGAWV

pith:2024:GOMCGAWV46SUMZ32MVYG6R5LP4

not attested not anchored not stored refs pending

Is the MMI Criterion Necessary for Interpretability? Degenerating Non-causal Features to Plain Noise for Self-Rationalization

Haozhao Wang, Jun Wang, Ruixuan Li, Wei Liu, Yuankai Zhang, Zhiying Deng, Zhongyu Niu

arxiv:2410.06003 v4 · 2024-10-08 · 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{GOMCGAWV46SUMZ32MVYG6R5LP4}

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.

Receipt and verification

First computed	2026-07-05T09:24:00.020076Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33982302d5e7a546677a65706f47ab7f0213b4dabf1729af5ed9606e96c6c751

Aliases

arxiv: 2410.06003 · arxiv_version: 2410.06003v4 · doi: 10.48550/arxiv.2410.06003 · pith_short_12: GOMCGAWV46SU · pith_short_16: GOMCGAWV46SUMZ32 · pith_short_8: GOMCGAWV

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/GOMCGAWV46SUMZ32MVYG6R5LP4 \
  | 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: 33982302d5e7a546677a65706f47ab7f0213b4dabf1729af5ed9606e96c6c751

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fa6c8b45475ebf8540e4b44eb3a9a66afcb6edf940af10d44ead6c4009cce979",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-08T13:04:02Z",
    "title_canon_sha256": "a9d6934507eccb9545badde43a8c2a5df8572f2c121a13c5ff41dabd75e601e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.06003",
    "kind": "arxiv",
    "version": 4
  }
}