Pith Number

pith:6H7L7TKB

pith:2023:6H7L7TKBR6BE3AMPB7BWWPIUSO

not attested not anchored not stored refs pending

Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning

Chao Zhang, Jialu Liu, Jiaming Shen, Jing Nathan Yan, Michael Bendersky, Tianqi Liu, Yue Yu, Zhen Qin

arxiv:2311.07099 v1 · 2023-11-13 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{6H7L7TKBR6BE3AMPB7BWWPIUSO}

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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

Can human clinical rationales improve the performance and explainability of clinical text classification models?

Receipt and verification

First computed	2026-07-05T07:12:07.780026Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f1febfcd418f824d818f0fc36b3d149387a8b0cf7f0df13c4d5eff06f54f9370

Aliases

arxiv: 2311.07099 · arxiv_version: 2311.07099v1 · doi: 10.48550/arxiv.2311.07099 · pith_short_12: 6H7L7TKBR6BE · pith_short_16: 6H7L7TKBR6BE3AMP · pith_short_8: 6H7L7TKB

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/6H7L7TKBR6BE3AMPB7BWWPIUSO \
  | 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: f1febfcd418f824d818f0fc36b3d149387a8b0cf7f0df13c4d5eff06f54f9370

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a37cd4b3d48cc37ecb916dce53c00c4e5cd71638a2eb3e5c0ff9be61b8472d6e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-13T06:13:38Z",
    "title_canon_sha256": "5f4b1b8f6127f13a326ba8bf198ed353c5b75dfb8e66350e67537862c418268f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.07099",
    "kind": "arxiv",
    "version": 1
  }
}