Pith Number

pith:M4YWUYQN

pith:2024:M4YWUYQNPFVIPEYSMQUW2G7MX7

not attested not anchored not stored refs pending

Exploration of Masked and Causal Language Modelling for Text Generation

Goran Nenadic, Lifeng Han, Nicolo Micheletti, Samuel Belkadi

arxiv:2405.12630 v2 · 2024-05-21 · 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{M4YWUYQNPFVIPEYSMQUW2G7MX7}

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 General to Targeted Rewards: Surpassing GPT-4 in Open-Ended Long-Context Generation

Receipt and verification

First computed	2026-07-05T08:53:40.423589Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

67316a620d796a87931264296d1becbfe1b1508341420411714973f40bfc12e6

Aliases

arxiv: 2405.12630 · arxiv_version: 2405.12630v2 · doi: 10.48550/arxiv.2405.12630 · pith_short_12: M4YWUYQNPFVI · pith_short_16: M4YWUYQNPFVIPEYS · pith_short_8: M4YWUYQN

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/M4YWUYQNPFVIPEYSMQUW2G7MX7 \
  | 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: 67316a620d796a87931264296d1becbfe1b1508341420411714973f40bfc12e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df08602cdd90cb5986fa9735827ab0c8b55c3ab63394ea511a77d0fc36bd4520",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-21T09:33:31Z",
    "title_canon_sha256": "e89bdfd4b055b408aa7f67614baef2848822e1111bcdec4fbc78adf43978a19a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.12630",
    "kind": "arxiv",
    "version": 2
  }
}