Pith Number

pith:EZVFTG5E

pith:2023:EZVFTG5EWE7JYNM4GVZP22ZYSD

not attested not anchored not stored refs pending

Prototype-based HyperAdapter for Sample-Efficient Multi-task Tuning

Hao Zhao, Jie Fu, Zhaofeng He

arxiv:2310.11670 v3 · 2023-10-18 · 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{EZVFTG5EWE7JYNM4GVZP22ZYSD}

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.

Cited by

3 papers in Pith

When Meaning Travels: A Granular Lens on Hybrid-MoE's Role in Idiomatic Understanding for Language Models

SwiftRepertoire: Few-Shot Immune-Signature Synthesis via Dynamic Kernel Codes

Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey

Receipt and verification

First computed	2026-07-05T07:11:36.924486Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

266a599ba4b13e9c359c3572fd6b3890e6afc4d49cf97497424333238f55ba8d

Aliases

arxiv: 2310.11670 · arxiv_version: 2310.11670v3 · doi: 10.48550/arxiv.2310.11670 · pith_short_12: EZVFTG5EWE7J · pith_short_16: EZVFTG5EWE7JYNM4 · pith_short_8: EZVFTG5E

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/EZVFTG5EWE7JYNM4GVZP22ZYSD \
  | 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: 266a599ba4b13e9c359c3572fd6b3890e6afc4d49cf97497424333238f55ba8d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3c36463d5b87878334ef48029b038b0c44e7a5f58313c50ca99b28a64096d39",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-18T02:42:17Z",
    "title_canon_sha256": "a41b5931e987ef1bd024fbcebd149c4dac6fb646de202fce92a316d8c1fd8085"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.11670",
    "kind": "arxiv",
    "version": 3
  }
}