Pith Number

pith:FW23QLCH

pith:2024:FW23QLCH2HUNWMUMWDE3HTX4B4

not attested not anchored not stored refs pending

Language Evolution with Deep Learning

Emmanuel Dupoux, Florian Strub, Mathieu Rita, Olivier Pietquin, Paul Michel, Rahma Chaabouni

arxiv:2403.11958 v1 · 2024-03-18 · cs.CL · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FW23QLCH2HUNWMUMWDE3HTX4B4}

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

3 papers in Pith

Agent-based models for the evolution of morphological alternation patterns

Basic syntax from speech: Spontaneous concatenation in unsupervised deep neural networks

SimSiam Naming Game: A Unified Approach for Representation Learning and Emergent Communication

Receipt and verification

First computed	2026-07-05T07:57:34.233597Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2db5b82c47d1e8db328cb0c9b3cefc0f1b16190b3869fd5be4c9b5c575d60a4a

Aliases

arxiv: 2403.11958 · arxiv_version: 2403.11958v1 · doi: 10.48550/arxiv.2403.11958 · pith_short_12: FW23QLCH2HUN · pith_short_16: FW23QLCH2HUNWMUM · pith_short_8: FW23QLCH

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/FW23QLCH2HUNWMUMWDE3HTX4B4 \
  | 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: 2db5b82c47d1e8db328cb0c9b3cefc0f1b16190b3869fd5be4c9b5c575d60a4a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "925ec205643cca7f0493cdce999ceaab66efd0bdd8852dc25751220ab8c9f67c",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-18T16:52:54Z",
    "title_canon_sha256": "247303f003706c3b6b55b87e0b23fd325aed91e9ab4dd0f2303facde3cc44660"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.11958",
    "kind": "arxiv",
    "version": 1
  }
}