Pith Number

pith:VKK44NAS

pith:2024:VKK44NASTUDQT26LREOBVSQD3W

not attested not anchored not stored refs pending

On the Compression of Language Models for Code: An Empirical Study on CodeBERT

Antinisca Di Marco, Federica Sarro, Giordano d'Aloisio, Luca Traini

arxiv:2412.13737 v1 · 2024-12-18 · cs.SE · cs.AI · cs.PF

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\usepackage{pith}
\pithnumber{VKK44NASTUDQT26LREOBVSQD3W}

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3 Author claim open · sign in to claim

4 Citations open

5 Replications open

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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

Model Compression vs. Adversarial Robustness: An Empirical Study on Language Models for Code

A Metamorphic Testing Perspective on Knowledge Distillation for Language Models of Code: Does the Student Deeply Mimic the Teacher?

Receipt and verification

First computed	2026-07-05T09:51:07.311955Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa95ce34129d0709ebcb891c1aca03ddb65c4393d246a2b8690d1b0d208738e0

Aliases

arxiv: 2412.13737 · arxiv_version: 2412.13737v1 · doi: 10.48550/arxiv.2412.13737 · pith_short_12: VKK44NASTUDQ · pith_short_16: VKK44NASTUDQT26L · pith_short_8: VKK44NAS

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/VKK44NASTUDQT26LREOBVSQD3W \
  | 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: aa95ce34129d0709ebcb891c1aca03ddb65c4393d246a2b8690d1b0d208738e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a1eaff4a492b696b8a52f79f5addb81af6c26721411574f815f0271dd75beb45",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.PF"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-12-18T11:14:30Z",
    "title_canon_sha256": "ed47ceb0e6780c972fae599ed888f44a9f8dfc21a502d60c72cd0b6028dd90f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.13737",
    "kind": "arxiv",
    "version": 1
  }
}