Pith Number

pith:NWOH2TXK

pith:2024:NWOH2TXK4VDP4AFOXNI3HB3KUF

not attested not anchored not stored refs pending

Attention Mechanism and Context Modeling System for Text Mining Machine Translation

Junming Huang, Sitong Liu, Yuwei Zhang, Zexi Chen, Zizheng Li

arxiv:2408.04216 v3 · 2024-08-08 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NWOH2TXK4VDP4AFOXNI3HB3KUF}

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

User Behavior Analysis in Privacy Protection with Large Language Models: A Study on Privacy Preferences with Limited Data

Receipt and verification

First computed	2026-07-05T10:02:23.885372Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d9c7d4eeae546fe00aebb51b3876aa149ad63b115aa5f8c59db94dfd918ef91

Aliases

arxiv: 2408.04216 · arxiv_version: 2408.04216v3 · doi: 10.48550/arxiv.2408.04216 · pith_short_12: NWOH2TXK4VDP · pith_short_16: NWOH2TXK4VDP4AFO · pith_short_8: NWOH2TXK

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/NWOH2TXK4VDP4AFOXNI3HB3KUF \
  | 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: 6d9c7d4eeae546fe00aebb51b3876aa149ad63b115aa5f8c59db94dfd918ef91

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f32526a56368f68ed78cbbb72ce4a944ae2dd6f4b8d464200ebe305430216292",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-08T04:52:10Z",
    "title_canon_sha256": "07080a4c60d0bcef5b5edadcf6bb944a654ec753e611faf52ad847b346714120"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.04216",
    "kind": "arxiv",
    "version": 3
  }
}