Pith Number

pith:ASD43CSN

pith:2025:ASD43CSNMS7OII2V2CYJ26UO44

not attested not anchored not stored refs pending

Towards Multimodal Empathetic Response Generation: A Rich Text-Speech-Vision Avatar-based Benchmark

Erik Cambria, Han Zhang, Hao Fei, Hong Han, Lizi Liao, Meng Luo, Zixiang Meng

arxiv:2502.04976 v1 · 2025-02-07 · 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{ASD43CSNMS7OII2V2CYJ26UO44}

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

2 papers in Pith

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey

A Multi-Agent Framework with Structured Reasoning and Reflective Refinement for Multimodal Empathetic Response Generation

Receipt and verification

First computed	2026-07-05T10:11:00.730659Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0487cd8a4d64bee42355d0b09d7a8ee718f1e600f49c05f764d92645096e60a5

Aliases

arxiv: 2502.04976 · arxiv_version: 2502.04976v1 · doi: 10.48550/arxiv.2502.04976 · pith_short_12: ASD43CSNMS7O · pith_short_16: ASD43CSNMS7OII2V · pith_short_8: ASD43CSN

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/ASD43CSNMS7OII2V2CYJ26UO44 \
  | 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: 0487cd8a4d64bee42355d0b09d7a8ee718f1e600f49c05f764d92645096e60a5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dfc85307c64d0780aee13b380c12a136e94d735df3dc89a2af74b6c3bfcca234",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.MM",
    "submitted_at": "2025-02-07T14:50:10Z",
    "title_canon_sha256": "717f66d4fb8547c21cc268df228687afa50e87462d577ed9cbb284d06d441d03"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.04976",
    "kind": "arxiv",
    "version": 1
  }
}