Pith Number

pith:IMIT2WLP

pith:2023:IMIT2WLPK374SENOT4DT4J2YKB

not attested not anchored not stored refs pending

Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning

Abhilasha Ravichander, Bill Yuchen Lin, Faeze Brahman, Jaehun Jang, Jillian Fisher, Khyathi Chandu, Lianhui Qin, Liwei Jiang, Nouha Dziri, Peter West, Prithviraj Ammanabrolu, Sahana Ramnath, Sean Welleck, Skyler Hallinan, Xiang Ren, Ximing Lu, Yejin Choi

arxiv:2305.15065 v2 · 2023-05-24 · 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{IMIT2WLPK374SENOT4DT4J2YKB}

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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

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

Receipt and verification

First computed	2026-07-05T07:20:51.220961Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43113d596f56ffc911ae9f073e27585043acb26ad9a86606508e595188402820

Aliases

arxiv: 2305.15065 · arxiv_version: 2305.15065v2 · doi: 10.48550/arxiv.2305.15065 · pith_short_12: IMIT2WLPK374 · pith_short_16: IMIT2WLPK374SENO · pith_short_8: IMIT2WLP

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/IMIT2WLPK374SENOT4DT4J2YKB \
  | 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: 43113d596f56ffc911ae9f073e27585043acb26ad9a86606508e595188402820

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f264825e21819ec3a39022da21ffef62fb8d6e42f2aea0dc03e3d4e7a001cfe",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-24T11:52:55Z",
    "title_canon_sha256": "da1204b3aef0c2238500008d54f0c690c57e77043210b31c0bb73d1958181691"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.15065",
    "kind": "arxiv",
    "version": 2
  }
}