Pith Number

pith:VVGQ4QLZ

pith:2023:VVGQ4QLZS2IFBY4BEMBEA2I2VY

not attested not anchored not stored refs pending

Improving Knowledge Distillation for BERT Models: Loss Functions, Mapping Methods, and Weight Tuning

Adeem Jassani, Apoorv Dankar, Kartikaeya Kumar

arxiv:2308.13958 v1 · 2023-08-26 · 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{VVGQ4QLZS2IFBY4BEMBEA2I2VY}

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.

Receipt and verification

First computed	2026-07-05T06:45:07.644730Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad4d0e4179969050e381230240691aae0b561ad9a24f569582e9f9bb8eb9b59d

Aliases

arxiv: 2308.13958 · arxiv_version: 2308.13958v1 · doi: 10.48550/arxiv.2308.13958 · pith_short_12: VVGQ4QLZS2IF · pith_short_16: VVGQ4QLZS2IFBY4B · pith_short_8: VVGQ4QLZ

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/VVGQ4QLZS2IFBY4BEMBEA2I2VY \
  | 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: ad4d0e4179969050e381230240691aae0b561ad9a24f569582e9f9bb8eb9b59d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ece21bdbaa42958d5cd73d8edf751338854056dd7ea3a284bf33820a55a41d4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-08-26T20:59:21Z",
    "title_canon_sha256": "c809cfbadca3f9a9dac3da0ab573d1ae31b1cc3f559a88495869071a080f0b21"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.13958",
    "kind": "arxiv",
    "version": 1
  }
}