Pith Number

pith:D7ZKWSRK

pith:2025:D7ZKWSRKLTYMSKWU7YQXO3OEDP

not attested not anchored not stored refs pending

Post-Training Quantization of Generative and Discriminative LSTM Text Classifiers: A Study of Calibration, Class Balance, and Robustness

Elliot Chang, Md Mushfiqur Rahaman, Srinjoy Das, Tasmiah Haque

arxiv:2507.09687 v1 · 2025-07-13 · cs.LG · 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{D7ZKWSRKLTYMSKWU7YQXO3OEDP}

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	2026-07-05T11:36:38.057608Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ff2ab4a2a5cf0c92ad4fe21776dc41bdd9d2a1dd2aef6704fbda34c4fa9f435

Aliases

arxiv: 2507.09687 · arxiv_version: 2507.09687v1 · doi: 10.48550/arxiv.2507.09687 · pith_short_12: D7ZKWSRKLTYM · pith_short_16: D7ZKWSRKLTYMSKWU · pith_short_8: D7ZKWSRK

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/D7ZKWSRKLTYMSKWU7YQXO3OEDP \
  | 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: 1ff2ab4a2a5cf0c92ad4fe21776dc41bdd9d2a1dd2aef6704fbda34c4fa9f435

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "62e64f1af6ea4015c641792c77d749de87c79bc694f869e34628eed014bd14d1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-13T15:48:16Z",
    "title_canon_sha256": "a0638289cbbc4b707f5ade84ec2cb54d548d25dc16e6730c1f5e99e570cbd361"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.09687",
    "kind": "arxiv",
    "version": 1
  }
}