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Pith Number

pith:CZSH7UJR

pith:2021:CZSH7UJRSFFYL254MGLUIOGZ4C
not attested not anchored not stored refs pending

Few-shot Learning with Multilingual Language Models

Brian O'Horo, Daniel Simig, Jeff Wang, Jingfei Du, Luke Zettlemoyer, Mikel Artetxe, Mona Diab, Myle Ott, Naman Goyal, Punit Singh Koura, Ramakanth Pasunuru, Sam Shleifer, Shruti Bhosale, Shuohui Chen, Tianlu Wang, Todor Mihaylov, Veselin Stoyanov, Vishrav Chaudhary, Xian Li, Xi Victoria Lin, Zornitsa Kozareva

arxiv:2112.10668 v3 · 2021-12-20 · 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{CZSH7UJRSFFYL254MGLUIOGZ4C}

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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

13 papers in Pith

MultiSynt/MT: Trillion-Token Multi-Parallel Pre-Training Data Translated Across 36 Languages
Exploring Cross-lingual Latent Transplantation: Mutual Opportunities and Open Challenges
LANG: Reinforcement Learning for Multilingual Reasoning with Language-Adaptive Hint Guidance
From Curated Data to Scalable Models: Continual Pre-training of Dense and MoE Large Language Models for Tibetan
Scaling Data-Constrained Language Models
Receipt and verification
First computed 2026-07-05T05:14:56.035009Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

16647fd131914b85ebbc61974438d9e08bf89fa4b5898c207487aa1a9ac01d69

Aliases

arxiv: 2112.10668 · arxiv_version: 2112.10668v3 · doi: 10.48550/arxiv.2112.10668 · pith_short_12: CZSH7UJRSFFY · pith_short_16: CZSH7UJRSFFYL254 · pith_short_8: CZSH7UJR
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/CZSH7UJRSFFYL254MGLUIOGZ4C \
  | 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: 16647fd131914b85ebbc61974438d9e08bf89fa4b5898c207487aa1a9ac01d69
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "902754f03849b81ac4c3a56f53a107f99a645214f2cf1a899269493b0b0a4bfe",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-12-20T16:52:35Z",
    "title_canon_sha256": "16c88dd1fc3bdec83215c46b3267ecf11fe161a16d83dace750d5e388b18b0c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.10668",
    "kind": "arxiv",
    "version": 3
  }
}