Pith Number

pith:PMRPBMEJ

pith:2025:PMRPBMEJV5PX7BC7LT2YXVPVCK

not attested not anchored not stored refs pending

Efficient Language Modeling for Low-Resource Settings with Hybrid RNN-Transformer Architectures

Gabriel Lindenmaier, Sean Papay, Sebastian Pad\'o

arxiv:2502.00617 v1 · 2025-02-02 · 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{PMRPBMEJV5PX7BC7LT2YXVPVCK}

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

1 paper in Pith

Dependency Parsing Across the Resource Spectrum: Evaluating Architectures on High and Low-Resource Languages

Receipt and verification

First computed	2026-07-05T10:08:36.208836Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7b22f0b089af5f7f845f5cf58bd5f512bf6a0f43571d7579e0b1b672edaf79a0

Aliases

arxiv: 2502.00617 · arxiv_version: 2502.00617v1 · doi: 10.48550/arxiv.2502.00617 · pith_short_12: PMRPBMEJV5PX · pith_short_16: PMRPBMEJV5PX7BC7 · pith_short_8: PMRPBMEJ

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/PMRPBMEJV5PX7BC7LT2YXVPVCK \
  | 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: 7b22f0b089af5f7f845f5cf58bd5f512bf6a0f43571d7579e0b1b672edaf79a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34dd718bac62a9db627462ebbea4444d925e6aa68085fb675e3928da71902684",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-02T01:05:09Z",
    "title_canon_sha256": "d5b80ffab2471ff3b8c826c59e5dead0a948fe9f9f9d65486c2b99c2ffcefbd1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.00617",
    "kind": "arxiv",
    "version": 1
  }
}