Pith Number

pith:3E4IPOBQ

pith:2024:3E4IPOBQQFUJVAYEUASFMBQDVU

not attested not anchored not stored refs pending

How do Multimodal Foundation Models Encode Text and Speech? An Analysis of Cross-Lingual and Cross-Modal Representations

Danni Liu, Hyunji Lee, Jan Niehues, Supriti Sinhamahapatra

arxiv:2411.17666 v2 · 2024-11-26 · 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{3E4IPOBQQFUJVAYEUASFMBQDVU}

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

From Words to Waves: Analyzing Concept Formation in Speech and Text-Based Foundation Models

Receipt and verification

First computed	2026-07-05T10:17:14.063246Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d93887b83081689a8304a024560603ad1bf6ae41752dd0736d73daf0f9de468d

Aliases

arxiv: 2411.17666 · arxiv_version: 2411.17666v2 · doi: 10.48550/arxiv.2411.17666 · pith_short_12: 3E4IPOBQQFUJ · pith_short_16: 3E4IPOBQQFUJVAYE · pith_short_8: 3E4IPOBQ

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/3E4IPOBQQFUJVAYEUASFMBQDVU \
  | 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: d93887b83081689a8304a024560603ad1bf6ae41752dd0736d73daf0f9de468d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b442484e94f669ddf4dc301065bec71e2f25b22a579c598f89aa285d04f9856",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-26T18:29:11Z",
    "title_canon_sha256": "e7dac2855225d67cf7c9b556a6f3b2c929e902e40225d7440cb91a4d7f1ce970"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17666",
    "kind": "arxiv",
    "version": 2
  }
}