Pith Number

pith:MOPD3LME

pith:2021:MOPD3LMEYVNUZ72VU37ECKKBR6

not attested not anchored not stored refs pending

CLUES: Few-Shot Learning Evaluation in Natural Language Understanding

Ahmed Hassan Awadallah, Christopher Meek, Greg Yang, Guoqing Zheng, Hao Cheng, Jianfeng Gao, Saghar Hosseini, Subhabrata Mukherjee, XiaoDong Liu

arxiv:2111.02570 v1 · 2021-11-04 · 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{MOPD3LMEYVNUZ72VU37ECKKBR6}

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	2026-07-05T03:29:05.982707Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

639e3dad84c55b4cff55a6fe4129418fb7059ce0798953a6fd4ff0ed63ee10a3

Aliases

arxiv: 2111.02570 · arxiv_version: 2111.02570v1 · doi: 10.48550/arxiv.2111.02570 · pith_short_12: MOPD3LMEYVNU · pith_short_16: MOPD3LMEYVNUZ72V · pith_short_8: MOPD3LME

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/MOPD3LMEYVNUZ72VU37ECKKBR6 \
  | 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: 639e3dad84c55b4cff55a6fe4129418fb7059ce0798953a6fd4ff0ed63ee10a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cc3ba170d3ad81b08bc338bbb0adcb459f1682597e6925ed3102d732352357fa",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-11-04T00:43:15Z",
    "title_canon_sha256": "f5e537b83f25d1bbfbfb1f0b77190e011d4252dc6be39f0470d975db5afbde7e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.02570",
    "kind": "arxiv",
    "version": 1
  }
}