Pith Number

pith:XAZ5H3KZ

pith:2024:XAZ5H3KZZFGBEN57WII72FBNMI

not attested not anchored not stored refs pending

Making Pre-trained Language Models Great on Tabular Prediction

Bo Zheng, Danny Z. Chen, Hongxia Xu, Jiahuan Yan, Jian Wu, Jimeng Sun, Jintai Chen, Yiheng Zhu

arxiv:2403.01841 v2 · 2024-03-04 · 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{XAZ5H3KZZFGBEN57WII72FBNMI}

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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

LLM-FE: Automated Feature Engineering for Tabular Data with LLMs as Evolutionary Optimizers

Receipt and verification

First computed	2026-07-05T07:54:55.270868Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b833d3ed59c94c1237bfb211fd142d623a053d2dec13f71b7d82585757534414

Aliases

arxiv: 2403.01841 · arxiv_version: 2403.01841v2 · doi: 10.48550/arxiv.2403.01841 · pith_short_12: XAZ5H3KZZFGB · pith_short_16: XAZ5H3KZZFGBEN57 · pith_short_8: XAZ5H3KZ

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/XAZ5H3KZZFGBEN57WII72FBNMI \
  | 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: b833d3ed59c94c1237bfb211fd142d623a053d2dec13f71b7d82585757534414

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d1e5800ae082fabb1fa184ec445492fcf261a962ce17d88aa2d2e69fb23354ae",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-04T08:38:56Z",
    "title_canon_sha256": "07b18a088ed0f21f343f9c9c14b17ca92f9c7593baa800346ee25057ef4cc5e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.01841",
    "kind": "arxiv",
    "version": 2
  }
}