Pith Number

pith:YPCNMCKD

pith:2024:YPCNMCKDNGCOBPZ35H43HXEOQK

not attested not anchored not stored refs pending

Collapse of Self-trained Language Models

David Herel, Tomas Mikolov

arxiv:2404.02305 v1 · 2024-04-02 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YPCNMCKDNGCOBPZ35H43HXEOQK}

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

On-Policy Self-Distillation with Sampled Demonstrations Reduces Output Diversity

Data Selection Through Iterative Self-Filtering for Vision-Language Settings

Self-Training Doesn't Flatten Language -- It Restructures It: Surface Markers Amplify While Deep Syntax Dies

Receipt and verification

First computed	2026-07-05T08:03:53.818939Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c3c4d609436984e0bf3be9f9b3dc8e828155b20ccc1482b599210e487b5d8359

Aliases

arxiv: 2404.02305 · arxiv_version: 2404.02305v1 · doi: 10.48550/arxiv.2404.02305 · pith_short_12: YPCNMCKDNGCO · pith_short_16: YPCNMCKDNGCOBPZ3 · pith_short_8: YPCNMCKD

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/YPCNMCKDNGCOBPZ35H43HXEOQK \
  | 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: c3c4d609436984e0bf3be9f9b3dc8e828155b20ccc1482b599210e487b5d8359

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "17afa03050097c0ab5aeae0b0eb91a71702d9d532dcc364c3873c06af444762d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-02T21:03:37Z",
    "title_canon_sha256": "6bde97baf5177420f595fa2fac7d902cb9e2ffe41f692557b5dc7ce34003ae81"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.02305",
    "kind": "arxiv",
    "version": 1
  }
}