Pith Number

pith:MDCHWWFC

pith:2024:MDCHWWFCPN2FNOUUF36TTUYMUO

not attested not anchored not stored refs pending

Emotion-Aware Embedding Fusion in LLMs (Flan-T5, LLAMA 2, DeepSeek-R1, and ChatGPT 4) for Intelligent Response Generation

Abdur Rasool, Hafsa Aslam, Muhammad Ali Arshad, Muhammad Irfan Shahzad, Vincent Chan

arxiv:2410.01306 v2 · 2024-10-02 · cs.CL · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MDCHWWFCPN2FNOUUF36TTUYMUO}

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.

Receipt and verification

First computed	2026-07-05T10:28:23.192689Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

60c47b58a27b7456ba942efd39d30ca387cc49f20a24b71a2c86a08fc79eec4b

Aliases

arxiv: 2410.01306 · arxiv_version: 2410.01306v2 · doi: 10.48550/arxiv.2410.01306 · pith_short_12: MDCHWWFCPN2F · pith_short_16: MDCHWWFCPN2FNOUU · pith_short_8: MDCHWWFC

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/MDCHWWFCPN2FNOUUF36TTUYMUO \
  | 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: 60c47b58a27b7456ba942efd39d30ca387cc49f20a24b71a2c86a08fc79eec4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "52ca52f8c0fbf695cc1af8ec38cfdc8d761c2ed8a0b10573fdfe748a7bcc8d29",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-02T08:01:05Z",
    "title_canon_sha256": "fda8481be2a2cdb23f8350068544195d80caa71eda8c595cb3cb2aa061d2a7be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01306",
    "kind": "arxiv",
    "version": 2
  }
}