Pith Number

pith:W7WQ6TS2

pith:2023:W7WQ6TS2CMH4PHFWT36IG7AF6W

not attested not anchored not stored refs pending

Vectorizing string entries for data processing on tables: when are larger language models better?

CNRS, Edouard Oyallon (MLIA, Ga\"el Varoquaux (SODA), ISIR, ISIR), L\'eo Grinsztajn (SODA, MLIA, Myung Jun Kim (SODA), SU)

arxiv:2312.09634 v1 · 2023-12-15 · stat.ML · 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{W7WQ6TS2CMH4PHFWT36IG7AF6W}

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

5 papers in Pith

TabPFN-3: Technical Report

Beyond IID: How General Are Tabular Foundation Models, Really?

TabPFN-3: Technical Report

STRABLE: Benchmarking Tabular Machine Learning with Strings

MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image

Receipt and verification

First computed	2026-07-05T07:24:28.487586Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b7ed0f4e5a130fc79cb69efc837c05f5a7bf882dd1bfc0a0ef62100899b7d8f7

Aliases

arxiv: 2312.09634 · arxiv_version: 2312.09634v1 · doi: 10.48550/arxiv.2312.09634 · pith_short_12: W7WQ6TS2CMH4 · pith_short_16: W7WQ6TS2CMH4PHFW · pith_short_8: W7WQ6TS2

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/W7WQ6TS2CMH4PHFWT36IG7AF6W \
  | 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: b7ed0f4e5a130fc79cb69efc837c05f5a7bf882dd1bfc0a0ef62100899b7d8f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ddc715cd1f7a9719818db39131e78d013c2f3cf23d9b8eb04d3d77bbdce203c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-12-15T09:23:56Z",
    "title_canon_sha256": "3b7c5e93ff68dd2ee57422dcb3b7bfeca97aa6d296b6b88940ee3768acb4597e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.09634",
    "kind": "arxiv",
    "version": 1
  }
}