Pith Number

pith:RSXCFYBP

pith:2023:RSXCFYBPGQW4AHU7WSTL2KXTUK

not attested not anchored not stored refs pending

The Impact of Depth on Compositional Generalization in Transformer Language Models

Dan Garrette, Fei Sha, Ishita Dasgupta, Jackson Petty, Sjoerd van Steenkiste, Tal Linzen

arxiv:2310.19956 v2 · 2023-10-30 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RSXCFYBPGQW4AHU7WSTL2KXTUK}

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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

5 papers in Pith

DECO: Sparse Mixture-of-Experts with Dense-Comparable Performance on End-Side Devices

Scaling Laws Meet Model Architecture: Toward Inference-Efficient LLMs

DECO: Sparse Mixture-of-Experts with Dense-Comparable Performance on End-Side Devices

Generalization in LLM Problem Solving: The Case of the Shortest Path

Receipt and verification

First computed	2026-07-05T08:06:43.959934Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8cae22e02f342dc01e9fb4a6bd2af3a29302b9c63b4e52777b6541ab923d1370

Aliases

arxiv: 2310.19956 · arxiv_version: 2310.19956v2 · doi: 10.48550/arxiv.2310.19956 · pith_short_12: RSXCFYBPGQW4 · pith_short_16: RSXCFYBPGQW4AHU7 · pith_short_8: RSXCFYBP

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/RSXCFYBPGQW4AHU7WSTL2KXTUK \
  | 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: 8cae22e02f342dc01e9fb4a6bd2af3a29302b9c63b4e52777b6541ab923d1370

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dab2ee3b749111469c4232013fb11781181d3a3b0e8b56244b3e8e59c4af25a9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-30T19:10:06Z",
    "title_canon_sha256": "70f3ef084f4b08dcd892ebfa50eeecb91d79093b608a866f18162ca2769e33c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.19956",
    "kind": "arxiv",
    "version": 2
  }
}