Pith Number

pith:AYNVNMPV

pith:2024:AYNVNMPVP76IXXABMWLUHIQGPZ

not attested not anchored not stored refs pending

Exploring Large Language Models for Multimodal Sentiment Analysis: Challenges, Benchmarks, and Future Directions

Shezheng Song

arxiv:2411.15408 v1 · 2024-11-23 · 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{AYNVNMPVP76IXXABMWLUHIQGPZ}

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

C2F-Thinker: Coarse-to-Fine Reasoning with Hint-Guided Reinforcement Learning for Multimodal Sentiment Analysis

Receipt and verification

First computed	2026-07-05T09:39:34.079580Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

061b56b1f57ffc8bdc01659743a2067e7acab0c7454b2201dea8b1dde0399229

Aliases

arxiv: 2411.15408 · arxiv_version: 2411.15408v1 · doi: 10.48550/arxiv.2411.15408 · pith_short_12: AYNVNMPVP76I · pith_short_16: AYNVNMPVP76IXXAB · pith_short_8: AYNVNMPV

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/AYNVNMPVP76IXXABMWLUHIQGPZ \
  | 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: 061b56b1f57ffc8bdc01659743a2067e7acab0c7454b2201dea8b1dde0399229

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6418e654f464e99d593574b558d3c677d717b39873b53bcf714bc3d7636d3fd3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-23T02:17:10Z",
    "title_canon_sha256": "9f0d9c6518df58ba7cd7213d7b21ef90fbf494c3dc4fa5f7457fe67ba2efe198"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15408",
    "kind": "arxiv",
    "version": 1
  }
}