Pith Number

pith:QY4DZDTS

pith:2020:QY4DZDTSM6OMXEIYYB3VGS3UVO

not attested not anchored not stored refs pending

Don't Stop Pretraining: Adapt Language Models to Domains and Tasks

Ana Marasovi\'c, Doug Downey, Iz Beltagy, Kyle Lo, Noah A. Smith, Suchin Gururangan, Swabha Swayamdipta

arxiv:2004.10964 v3 · 2020-04-23 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{QY4DZDTSM6OMXEIYYB3VGS3UVO}

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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

21 papers in Pith

Evaluating Hallucinations in Domain-Adapted Large Language Models

Aligning Implied Statements for Implicit Hate Speech Generalizability with Context-Bounded Semi-hard Negative Mining

PortBERT: Navigating the Depths of Portuguese Language Models

ReLoRA: Knowledge-Reusing Adaptation for Fast Rollout of Evolving LLM Services

The Tokenizer Tax Across 25 European Languages: Domain Invariance, Cross-Lingual Few-Shot Effects, and the Ukrainian Penalty

Receipt and verification

First computed	2026-07-05T01:00:51.013634Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86383c8e72679ccb9118c077534b74ab9feeb0b44fcf61a556acd54f938adeaf

Aliases

arxiv: 2004.10964 · arxiv_version: 2004.10964v3 · doi: 10.48550/arxiv.2004.10964 · pith_short_12: QY4DZDTSM6OM · pith_short_16: QY4DZDTSM6OMXEIY · pith_short_8: QY4DZDTS

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/QY4DZDTSM6OMXEIYYB3VGS3UVO \
  | 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: 86383c8e72679ccb9118c077534b74ab9feeb0b44fcf61a556acd54f938adeaf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b3b003bde521fe5ef2661cc59275c825232844a96f47fb3a431550b32521caa2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-04-23T04:21:19Z",
    "title_canon_sha256": "133bc908d3b0ee1a7b2a66710754704e5c34b899f4d8d0aef42f455efa52056a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.10964",
    "kind": "arxiv",
    "version": 3
  }
}