Pith Number

pith:LPOQOCQM

pith:2020:LPOQOCQMB6JSU6IXXVF2PZY6JA

not attested not anchored not stored refs pending

Improving Low Compute Language Modeling with In-Domain Embedding Initialisation

Charles Welch, Jonathan K. Kummerfeld, Rada Mihalcea

arxiv:2009.14109 v2 · 2020-09-29 · 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{LPOQOCQMB6JSU6IXXVF2PZY6JA}

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

Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Receipt and verification

First computed	2026-07-05T01:39:17.246754Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5bdd070a0c0f932a7917bd4ba7e71e480fc08e1258189fd3dc6ec86715fa0380

Aliases

arxiv: 2009.14109 · arxiv_version: 2009.14109v2 · doi: 10.48550/arxiv.2009.14109 · pith_short_12: LPOQOCQMB6JS · pith_short_16: LPOQOCQMB6JSU6IX · pith_short_8: LPOQOCQM

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/LPOQOCQMB6JSU6IXXVF2PZY6JA \
  | 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: 5bdd070a0c0f932a7917bd4ba7e71e480fc08e1258189fd3dc6ec86715fa0380

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6049d9e02cb496dc993f023a1b8cc17f8c97bc0e1cb94118b483bda71db509ff",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-09-29T15:48:58Z",
    "title_canon_sha256": "31db49cf7fd91f134aae5a5b4ea67dd19ce97a1b75a7fc227957bee8abb4898a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.14109",
    "kind": "arxiv",
    "version": 2
  }
}