Pith Number

pith:3YV4O7QG

pith:2024:3YV4O7QGEZJKAI7DUGRBOV726R

not attested not anchored not stored refs pending

AST-T5: Structure-Aware Pretraining for Code Generation and Understanding

Alvin Cheung, Linyuan Gong, Mostafa Elhoushi

arxiv:2401.03003 v4 · 2024-01-05 · cs.SE · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3YV4O7QGEZJKAI7DUGRBOV726R}

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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

2 papers in Pith

A Survey on Large Language Models for Code Generation

Exploring Pass-Rate Reward in Reinforcement Learning for Code Generation

Receipt and verification

First computed	2026-07-05T08:35:40.476001Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de2bc77e062652a023e3a1a21757faf454653a9066f597263ca0497495f4915c

Aliases

arxiv: 2401.03003 · arxiv_version: 2401.03003v4 · doi: 10.48550/arxiv.2401.03003 · pith_short_12: 3YV4O7QGEZJK · pith_short_16: 3YV4O7QGEZJKAI7D · pith_short_8: 3YV4O7QG

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/3YV4O7QGEZJKAI7DUGRBOV726R \
  | 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: de2bc77e062652a023e3a1a21757faf454653a9066f597263ca0497495f4915c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "632e07a0c99a18647cc83b760609217834f3c95f8d800c4774dac3dce5e3c876",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-01-05T06:51:08Z",
    "title_canon_sha256": "823961f620778bf17c8ddc876e0d50f171faaaa01959521abc9db0e6520daa29"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.03003",
    "kind": "arxiv",
    "version": 4
  }
}