Pith Number

pith:K3XNYS5F

pith:2024:K3XNYS5F67ENRGOEWTU4XIDL5K

not attested not anchored not stored refs pending

Unleashing The Power of Pre-Trained Language Models for Irregularly Sampled Time Series

Chenlong Yin, Hao Liu, Hui Xiong, Weijia Zhang

arxiv:2408.08328 v2 · 2024-08-12 · cs.AI · cs.LG · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K3XNYS5F67ENRGOEWTU4XIDL5K}

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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

1 paper in Pith

Unlocking the Potential of Linear Networks for Irregular Multivariate Time Series Forecasting

Receipt and verification

First computed	2026-07-05T11:16:29.064246Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

56eedc4ba5f7c8d899c4b4e9cba06bea987e3b7d54fd18bab3d8af6a0e1a3d87

Aliases

arxiv: 2408.08328 · arxiv_version: 2408.08328v2 · doi: 10.48550/arxiv.2408.08328 · pith_short_12: K3XNYS5F67EN · pith_short_16: K3XNYS5F67ENRGOE · pith_short_8: K3XNYS5F

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/K3XNYS5F67ENRGOEWTU4XIDL5K \
  | 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: 56eedc4ba5f7c8d899c4b4e9cba06bea987e3b7d54fd18bab3d8af6a0e1a3d87

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba01b56d6342003f2c1b867e3922da249ba839c19840ef55e6bb702f5ea0d559",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.AP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-08-12T14:22:14Z",
    "title_canon_sha256": "af686207fca77b16467c1f6731ce1fc4ef6676f5e7518572683dc675be500b2b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.08328",
    "kind": "arxiv",
    "version": 2
  }
}