Pith Number

pith:P6UJR3GI

pith:2024:P6UJR3GIVNQQVY7PFE6Q4RS7VI

not attested not anchored not stored refs pending

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis

Cam-Van Thi Nguyen, Dat Tran Nguyen, Nguyen Van Doan

arxiv:2412.08489 v1 · 2024-12-11 · cs.CV · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P6UJR3GIVNQQVY7PFE6Q4RS7VI}

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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

CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis

Receipt and verification

First computed	2026-07-05T09:47:51.030754Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7fa898ecc8ab610ae3ef293d0e465faa3a85c92a5cbf636cc0c8488672983732

Aliases

arxiv: 2412.08489 · arxiv_version: 2412.08489v1 · doi: 10.48550/arxiv.2412.08489 · pith_short_12: P6UJR3GIVNQQ · pith_short_16: P6UJR3GIVNQQVY7P · pith_short_8: P6UJR3GI

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/P6UJR3GIVNQQVY7PFE6Q4RS7VI \
  | 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: 7fa898ecc8ab610ae3ef293d0e465faa3a85c92a5cbf636cc0c8488672983732

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8219ae2cf96ce296af625968c739e3ba5449b963cb9632a74d53e482d828141f",
    "cross_cats_sorted": [
      "cs.MM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-11T15:53:13Z",
    "title_canon_sha256": "c9d45315b005de5ac77cb245043a754277461cc872398e9407b47c5c04d98ff6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.08489",
    "kind": "arxiv",
    "version": 1
  }
}