Pith Number

pith:ANQEZGC5

pith:2024:ANQEZGC55QD5C6ES2T4XAZV6ZN

not attested not anchored not stored refs pending

Effective Text Adaptation for LLM-based ASR through Soft Prompt Fine-Tuning

Ozlem Kalinli, Yingyi Ma, Zhe Liu

arxiv:2412.06967 v1 · 2024-12-09 · cs.CL · 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{ANQEZGC55QD5C6ES2T4XAZV6ZN}

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	2026-07-05T09:47:01.015170Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

03604c985dec07d17892d4f97066becb5616f431993bde7bed3bc024ebaf70b0

Aliases

arxiv: 2412.06967 · arxiv_version: 2412.06967v1 · doi: 10.48550/arxiv.2412.06967 · pith_short_12: ANQEZGC55QD5 · pith_short_16: ANQEZGC55QD5C6ES · pith_short_8: ANQEZGC5

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/ANQEZGC55QD5C6ES2T4XAZV6ZN \
  | 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: 03604c985dec07d17892d4f97066becb5616f431993bde7bed3bc024ebaf70b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "425c947db39940a4db0d3407e2c73b828646d7811b6366e95529bc10f6a52665",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-09T20:22:06Z",
    "title_canon_sha256": "d827bf6910d2f71dff5ec365dcdd24b70258b12d663bfb0829268cf09f4f05f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06967",
    "kind": "arxiv",
    "version": 1
  }
}