Pith Number

pith:BNIWH4BS

pith:2023:BNIWH4BSQ5YQKRYB4IFYEIAUAV

not attested not anchored not stored refs pending

FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models

Gerard de Melo, Konstantin Dobler

arxiv:2305.14481 v2 · 2023-05-23 · 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{BNIWH4BSQ5YQKRYB4IFYEIAUAV}

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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

Cross-Lingual Optimization for Language Transfer in Large Language Models

Receipt and verification

First computed	2026-07-05T08:04:12.608482Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b5163f0328771054701e20b822014057f247849b12140c58c298747a655fc50

Aliases

arxiv: 2305.14481 · arxiv_version: 2305.14481v2 · doi: 10.48550/arxiv.2305.14481 · pith_short_12: BNIWH4BSQ5YQ · pith_short_16: BNIWH4BSQ5YQKRYB · pith_short_8: BNIWH4BS

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/BNIWH4BSQ5YQKRYB4IFYEIAUAV \
  | 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: 0b5163f0328771054701e20b822014057f247849b12140c58c298747a655fc50

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb462006c445d44e67438aec56f39d0575587b9e7f1307a78110bcfc7c64a207",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-23T19:21:53Z",
    "title_canon_sha256": "1f0379fb453c1aad6611b76de4aae9a3076e9b06f8c654ecf85add12d327b0f0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.14481",
    "kind": "arxiv",
    "version": 2
  }
}