Pith Number

pith:NJDCN6QU

pith:2021:NJDCN6QU22QKXCZHIOKOCXMCMT

not attested not anchored not stored refs pending

Muppet: Massive Multi-task Representations with Pre-Finetuning

Akshat Shrivastava, Anchit Gupta, Armen Aghajanyan, Luke Zettlemoyer, Sonal Gupta, Xilun Chen

arxiv:2101.11038 v1 · 2021-01-26 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NJDCN6QU22QKXCZHIOKOCXMCMT}

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

2 papers in Pith

Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?

PEML: Parameter-efficient Multi-Task Learning with Optimized Continuous Prompts

Receipt and verification

First computed	2026-07-05T02:10:08.196698Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a4626fa14d6a0ab8b274394e15d8264e0e0bc15c8b36fd4689db15cd590ab9f

Aliases

arxiv: 2101.11038 · arxiv_version: 2101.11038v1 · doi: 10.48550/arxiv.2101.11038 · pith_short_12: NJDCN6QU22QK · pith_short_16: NJDCN6QU22QKXCZH · pith_short_8: NJDCN6QU

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/NJDCN6QU22QKXCZHIOKOCXMCMT \
  | 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: 6a4626fa14d6a0ab8b274394e15d8264e0e0bc15c8b36fd4689db15cd590ab9f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e94362e8c6cd2892fbcfe4286d74e9a1c495d01ba32c2ba7f00b662fb2ca0595",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-01-26T19:18:27Z",
    "title_canon_sha256": "ef2cd4c9fea3dd8260875ec41d1b9c2cbf75c646b7f5627a1748d68a2307f675"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.11038",
    "kind": "arxiv",
    "version": 1
  }
}