Pith Number

pith:GMBGGZS4

pith:2021:GMBGGZS4LRKNQS3IBOBQX6GRRC

not attested not anchored not stored refs pending

Extreme Zero-Shot Learning for Extreme Text Classification

Cho-Jui Hsieh, Hsiang-Fu Yu, Inderjit Dhillon, Wei-Cheng Chang, Yuanhao Xiong

arxiv:2112.08652 v1 · 2021-12-16 · cs.LG · cs.CL

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\usepackage{pith}
\pithnumber{GMBGGZS4LRKNQS3IBOBQX6GRRC}

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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

Extreme Meta-Classification for Large-Scale Zero-Shot Retrieval

Receipt and verification

First computed	2026-07-05T03:41:31.405639Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

330263665c5c54d84b680b830bf8d188910d4f25b00aa8c9e2ee0a47a58c097b

Aliases

arxiv: 2112.08652 · arxiv_version: 2112.08652v1 · doi: 10.48550/arxiv.2112.08652 · pith_short_12: GMBGGZS4LRKN · pith_short_16: GMBGGZS4LRKNQS3I · pith_short_8: GMBGGZS4

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/GMBGGZS4LRKNQS3IBOBQX6GRRC \
  | 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: 330263665c5c54d84b680b830bf8d188910d4f25b00aa8c9e2ee0a47a58c097b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d6bacdbf8a59a03763e4fbe9ccc29d72ff8d7c6b94b3cc2ec9f9522a51dc336",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-12-16T06:06:42Z",
    "title_canon_sha256": "bbb70193889db03a482efaee4bbb5f1e36843a4cbf48dadf92f67264afc7c515"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.08652",
    "kind": "arxiv",
    "version": 1
  }
}