Pith Number

pith:RFU3X3GN

pith:2024:RFU3X3GNHVFDEOQT7IVBVUNBN2

not attested not anchored not stored refs pending

Investigating Training Strategies and Model Robustness of Low-Rank Adaptation for Language Modeling in Speech Recognition

Andreas Stolcke, Ankur Gandhe, Ariya Rastow, Chao-Han Huck Yang, Denis Filimonov, Ivan Bulyko, Jari Kolehmainen, Jia Xu, Prashanth G. Shivakumar, Roger Ren, Sungho Ryu, Tuan Dinh, Yu Yu

arxiv:2401.10447 v1 · 2024-01-19 · cs.CL · cs.AI · cs.LG · cs.NE · cs.SD · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RFU3X3GNHVFDEOQT7IVBVUNBN2}

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	2026-07-05T07:35:26.356021Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8969bbeccd3d4a323a13fa2a1ad1a16eacb05a274cc9b1eb403f833ee92b59e2

Aliases

arxiv: 2401.10447 · arxiv_version: 2401.10447v1 · doi: 10.48550/arxiv.2401.10447 · pith_short_12: RFU3X3GNHVFD · pith_short_16: RFU3X3GNHVFDEOQT · pith_short_8: RFU3X3GN

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/RFU3X3GNHVFDEOQT7IVBVUNBN2 \
  | 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: 8969bbeccd3d4a323a13fa2a1ad1a16eacb05a274cc9b1eb403f833ee92b59e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f3e6503d7ab46eec6ddf8d1785b72d86c1765d852272d78284b01ca9886d22d0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NE",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-19T01:30:16Z",
    "title_canon_sha256": "1e88652fc52bc536d4490e306b0a1d66a5431d1c4eec858b7dea72132d486045"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.10447",
    "kind": "arxiv",
    "version": 1
  }
}