Pith Number

pith:D5RZTBE3

pith:2021:D5RZTBE3RDAQGKLKKVGTHNFJCC

not attested not anchored not stored refs pending

Iterative Decoding for Compositional Generalization in Transformers

Joshua Ainslie, Luana Ruiz, Santiago Onta\~n\'on

arxiv:2110.04169 v2 · 2021-10-08 · 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{D5RZTBE3RDAQGKLKKVGTHNFJCC}

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	2026-07-05T03:39:35.580503Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f6399849b88c103296a554d33b4a9109892ad33f5aa35d3ac2a34a715e334be

Aliases

arxiv: 2110.04169 · arxiv_version: 2110.04169v2 · doi: 10.48550/arxiv.2110.04169 · pith_short_12: D5RZTBE3RDAQ · pith_short_16: D5RZTBE3RDAQGKLK · pith_short_8: D5RZTBE3

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/D5RZTBE3RDAQGKLKKVGTHNFJCC \
  | 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: 1f6399849b88c103296a554d33b4a9109892ad33f5aa35d3ac2a34a715e334be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "00da6d4de8a0fd1a9fd824982a6e27c3c1e92fa34917d653de6d578f38259f7f",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-08T14:52:25Z",
    "title_canon_sha256": "0acb1be8bf42ad4eb94b489fb47b8fb907aab7404034f4e9ff92f89bc3a58c3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.04169",
    "kind": "arxiv",
    "version": 2
  }
}