Pith Number

pith:S2HT6JMP

pith:2025:S2HT6JMPE6EJFHYIOC5MLY757P

not attested not anchored not stored refs pending

ESLM: Risk-Averse Selective Language Modeling for Efficient Pretraining

Melis Ilayda Bal, Michael Muehlebach, Volkan Cevher

arxiv:2505.19893 v1 · 2025-05-26 · cs.LG · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S2HT6JMPE6EJFHYIOC5MLY757P}

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	2026-07-05T11:09:49.569024Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

968f3f258f2788929f0870bac5e3fdfbe1cc74171d0c94ec105959d507e2acc7

Aliases

arxiv: 2505.19893 · arxiv_version: 2505.19893v1 · doi: 10.48550/arxiv.2505.19893 · pith_short_12: S2HT6JMPE6EJ · pith_short_16: S2HT6JMPE6EJFHYI · pith_short_8: S2HT6JMP

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/S2HT6JMPE6EJFHYIOC5MLY757P \
  | 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: 968f3f258f2788929f0870bac5e3fdfbe1cc74171d0c94ec105959d507e2acc7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84443c770689619c652869503566e6a8516d78ff83389a010597ac711381aab4",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-26T12:23:26Z",
    "title_canon_sha256": "283e93c2b269f37f0d34aeb04f1754f7f049de5899bc5675c43fa3f07a148691"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.19893",
    "kind": "arxiv",
    "version": 1
  }
}