Pith Number

pith:YEX7AFDQ

pith:2024:YEX7AFDQJTMXCMJ2HWAH6KXNCS

not attested not anchored not stored refs pending

Teaching-Assistant-in-the-Loop: Improving Knowledge Distillation from Imperfect Teacher Models in Low-Budget Scenarios

Wei Ai, Yuhang Zhou

arxiv:2406.05322 v1 · 2024-06-08 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YEX7AFDQJTMXCMJ2HWAH6KXNCS}

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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

OmniOPD: Logit-Free On-Policy Distillation via Speculative Verification

Receipt and verification

First computed	2026-07-05T08:29:03.908197Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c12ff014704cd971313a3d807f2aed14b30bc2959960b64cd7e6143bf2226f38

Aliases

arxiv: 2406.05322 · arxiv_version: 2406.05322v1 · doi: 10.48550/arxiv.2406.05322 · pith_short_12: YEX7AFDQJTMX · pith_short_16: YEX7AFDQJTMXCMJ2 · pith_short_8: YEX7AFDQ

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/YEX7AFDQJTMXCMJ2HWAH6KXNCS \
  | 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: c12ff014704cd971313a3d807f2aed14b30bc2959960b64cd7e6143bf2226f38

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "605411e8f2fb5c2e03bfbc85c774508fb858281410669014b1a4af4b06671880",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-08T02:17:43Z",
    "title_canon_sha256": "ce5fc81f7d0fea5c36a52ef2200264561ea2f3dbd7a7258a35066a643116de23"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.05322",
    "kind": "arxiv",
    "version": 1
  }
}