Pith Number

pith:6RU4BPJQ

pith:2025:6RU4BPJQP6FIPYNCRT3K34Z3VI

not attested not anchored not stored refs pending

Are Large Language Models Good In-context Learners for Financial Sentiment Analysis?

Luojia Liu, Xinyu Wei

arxiv:2503.04873 v1 · 2025-03-06 · cs.CL · cs.AI · q-fin.CP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6RU4BPJQP6FIPYNCRT3K34Z3VI}

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

MAPLE: Many-Shot Adaptive Pseudo-Labeling for In-Context Learning

Receipt and verification

First computed	2026-07-05T10:25:50.782805Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f469c0bd307f8a87e1a28cf6adf33baa2a61dc9647b4c0aacb2aac094b8ceac0

Aliases

arxiv: 2503.04873 · arxiv_version: 2503.04873v1 · doi: 10.48550/arxiv.2503.04873 · pith_short_12: 6RU4BPJQP6FI · pith_short_16: 6RU4BPJQP6FIPYNC · pith_short_8: 6RU4BPJQ

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/6RU4BPJQP6FIPYNCRT3K34Z3VI \
  | 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: f469c0bd307f8a87e1a28cf6adf33baa2a61dc9647b4c0aacb2aac094b8ceac0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c593c22e6eba1f145346a58e72b30c86b389edb994d98f7a87dab34032744a68",
    "cross_cats_sorted": [
      "cs.AI",
      "q-fin.CP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-06T16:38:12Z",
    "title_canon_sha256": "bdfccdaa0995c5793ba318145f9347393d1e340752b928ca3a0ff42ccc744eba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.04873",
    "kind": "arxiv",
    "version": 1
  }
}