Pith Number

pith:WOF55X4Y

pith:2023:WOF55X4YPAMJO7IFMRCF36ORWR

not attested not anchored not stored refs pending

Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decoder

Anthony Man-Cho So, Nigel Collier, Qian Yu, Shengding Hu, Wai Lam, Zhiyuan Liu, Zihao Fu

arxiv:2304.04052 v1 · 2023-04-08 · cs.CL · cs.AI · 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{WOF55X4YPAMJO7IFMRCF36ORWR}

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

HapticCap: A Multimodal Dataset and Task for Understanding User Experience of Vibration Haptic Signals

Receipt and verification

First computed	2026-07-05T05:59:10.693211Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b38bdedf987818977d0564445df9d1b44f5872eb39804964456b0c4170fbf5da

Aliases

arxiv: 2304.04052 · arxiv_version: 2304.04052v1 · doi: 10.48550/arxiv.2304.04052 · pith_short_12: WOF55X4YPAMJ · pith_short_16: WOF55X4YPAMJO7IF · pith_short_8: WOF55X4Y

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/WOF55X4YPAMJO7IFMRCF36ORWR \
  | 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: b38bdedf987818977d0564445df9d1b44f5872eb39804964456b0c4170fbf5da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "426a5b29018c2fd57634b832074ce15ede040a31cef74b83aaa569ec8fc7af2a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-04-08T15:44:29Z",
    "title_canon_sha256": "dd293bf5c97163b3afcc9974041612e166830ac3c0d3ce3e78604e5a23985a35"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.04052",
    "kind": "arxiv",
    "version": 1
  }
}