Pith Number

pith:6OY5DKPS

pith:2024:6OY5DKPSFTUWE4YVS34DPKACVJ

not attested not anchored not stored refs pending

Large Language Model Adaptation for Financial Sentiment Analysis

Gaetan Caillaut, Jingshu Liu, Mariam Nakhl\'e, Pau Rodriguez Inserte, Raheel Qader

arxiv:2401.14777 v1 · 2024-01-26 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{6OY5DKPSFTUWE4YVS34DPKACVJ}

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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

Bridging Language Models and Financial Analysis

Receipt and verification

First computed	2026-07-05T07:38:01.750829Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f3b1d1a9f22ce962731596f837a802aa6be65ce35e437825b294a5a3c6dfb37b

Aliases

arxiv: 2401.14777 · arxiv_version: 2401.14777v1 · doi: 10.48550/arxiv.2401.14777 · pith_short_12: 6OY5DKPSFTUW · pith_short_16: 6OY5DKPSFTUWE4YV · pith_short_8: 6OY5DKPS

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/6OY5DKPSFTUWE4YVS34DPKACVJ \
  | 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: f3b1d1a9f22ce962731596f837a802aa6be65ce35e437825b294a5a3c6dfb37b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f87f8cac3599bd16b6375b0c2d01fd9c9e535f2909a13d0858616dd3f8aa9ce1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-26T11:04:01Z",
    "title_canon_sha256": "ef044b56db810b13e4ee047a0683877a52f1714f8e1b644da901ddd5277ae321"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.14777",
    "kind": "arxiv",
    "version": 1
  }
}