Pith Number

pith:DH7G2HQ4

pith:2022:DH7G2HQ45NFGU2TDKCY2RNNTLA

not attested not anchored not stored refs pending

Improved Text Classification via Test-Time Augmentation

Divya Shanmugam, Harini Suresh, Helen Lu, John Guttag

arxiv:2206.13607 v1 · 2022-06-27 · cs.LG · 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{DH7G2HQ45NFGU2TDKCY2RNNTLA}

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

1 paper in Pith

Uncertainty-Aware Cross-Modal Remote Sensing Image-Text Retrieval via Evidential Learning

Receipt and verification

First computed	2026-07-05T04:35:23.080884Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

19fe6d1e1ceb4a6a6a6350b1a8b5b3580ef9a85fad146c463b60d16047cc141b

Aliases

arxiv: 2206.13607 · arxiv_version: 2206.13607v1 · doi: 10.48550/arxiv.2206.13607 · pith_short_12: DH7G2HQ45NFG · pith_short_16: DH7G2HQ45NFGU2TD · pith_short_8: DH7G2HQ4

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/DH7G2HQ45NFGU2TDKCY2RNNTLA \
  | 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: 19fe6d1e1ceb4a6a6a6350b1a8b5b3580ef9a85fad146c463b60d16047cc141b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e4da3aa3ef5e06e29c112c8503be0bc7d84afa5dfb41250a3032ef3a9c02b68a",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-27T19:57:27Z",
    "title_canon_sha256": "20967cf9a6966924a18aad8304a658df1a01048caeb55e8e694dba234ec018fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.13607",
    "kind": "arxiv",
    "version": 1
  }
}