Pith Number

pith:HIFH4KG3

pith:2022:HIFH4KG35XT7BW5U3G5WAFMM2F

not attested not anchored not stored refs pending

ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts

Akari Asai, Hannaneh Hajishirzi, Matthew E. Peters, Mohammadreza Salehi

arxiv:2205.11961 v2 · 2022-05-24 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HIFH4KG35XT7BW5U3G5WAFMM2F}

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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

1 paper in Pith

TLoRA: Task-aware Low Rank Adaptation of Large Language Models

Receipt and verification

First computed	2026-07-05T05:21:25.673292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a0a7e28dbede7f0dbb4d9bb60158cd1466db58f817b08b2385208ebc72eba4a

Aliases

arxiv: 2205.11961 · arxiv_version: 2205.11961v2 · doi: 10.48550/arxiv.2205.11961 · pith_short_12: HIFH4KG35XT7 · pith_short_16: HIFH4KG35XT7BW5U · pith_short_8: HIFH4KG3

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/HIFH4KG35XT7BW5U3G5WAFMM2F \
  | 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: 3a0a7e28dbede7f0dbb4d9bb60158cd1466db58f817b08b2385208ebc72eba4a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "53c16da4b9551ccf0a21935302f3755cf71306cdfb08f355f68cb3b13a64acff",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-05-24T10:48:33Z",
    "title_canon_sha256": "602b6d23113723aa41ed7c8aa4ba6e982047958ced75c312f5a9cc17ef4c7a8c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.11961",
    "kind": "arxiv",
    "version": 2
  }
}