Pith Number

pith:TEQTNW2N

pith:2023:TEQTNW2NMVALX6B6TDC6XJAVPB

not attested not anchored not stored refs pending

David helps Goliath: Inference-Time Collaboration Between Small Specialized and Large General Diffusion LMs

Marjan Ghazvininejad, Sachin Kumar, Xiaochuang Han, Yulia Tsvetkov

arxiv:2305.14771 v2 · 2023-05-24 · 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{TEQTNW2NMVALX6B6TDC6XJAVPB}

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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

Set Diffusion: Interpolating Token Orderings Between Autoregression and Diffusion for Fast and Flexible Decoding

Receipt and verification

First computed	2026-07-05T07:44:54.254696Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

992136db4d6540bbf83e98c5eba415784f9eadb254bb7b26dd04e1c2484e5d87

Aliases

arxiv: 2305.14771 · arxiv_version: 2305.14771v2 · doi: 10.48550/arxiv.2305.14771 · pith_short_12: TEQTNW2NMVAL · pith_short_16: TEQTNW2NMVALX6B6 · pith_short_8: TEQTNW2N

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/TEQTNW2NMVALX6B6TDC6XJAVPB \
  | 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: 992136db4d6540bbf83e98c5eba415784f9eadb254bb7b26dd04e1c2484e5d87

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "91f562fae9ff23c3e53b26dcc5f503049ba25e03356448c817bc564db94cff4e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-24T06:22:14Z",
    "title_canon_sha256": "a56c26a355d11a500899e027951481864941dad05c774a81eb869a0df1936efb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.14771",
    "kind": "arxiv",
    "version": 2
  }
}