Pith Number

pith:Y7DIN7FD

pith:2024:Y7DIN7FDCZCIU4APEHL4TRO463

not attested not anchored not stored refs pending

A Survey of Large Language Models in Finance (FinLLMs)

Jean Lee, Minseok Song, Nicholas Stevens, Soyeon Caren Han

arxiv:2402.02315 v1 · 2024-02-04 · cs.CL · q-fin.GN

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\usepackage{pith}
\pithnumber{Y7DIN7FDCZCIU4APEHL4TRO463}

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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

7 papers in Pith

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MadEvolve: Evolutionary Optimization of Trading Systems with Large Language Models

Explainable AML Triage with LLMs: Evidence Retrieval and Counterfactual Checks

Receipt and verification

First computed	2026-07-05T09:59:43.727805Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7c686fca316448a700f21d7c9c5dcf6d36977bf506ef74d18eacd00b1931b9b

Aliases

arxiv: 2402.02315 · arxiv_version: 2402.02315v1 · doi: 10.48550/arxiv.2402.02315 · pith_short_12: Y7DIN7FDCZCI · pith_short_16: Y7DIN7FDCZCIU4AP · pith_short_8: Y7DIN7FD

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/Y7DIN7FDCZCIU4APEHL4TRO463 \
  | 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: c7c686fca316448a700f21d7c9c5dcf6d36977bf506ef74d18eacd00b1931b9b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "913a0fa903cd97082882fbb9c2260b3acc41cfc53a015afac51ee1c44a0ed33f",
    "cross_cats_sorted": [
      "q-fin.GN"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-04T02:06:57Z",
    "title_canon_sha256": "f3fa62b31d8403ea50cefd1187212b793d9f2429ee2fb991477acffb017be344"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.02315",
    "kind": "arxiv",
    "version": 1
  }
}