Pith Number

pith:3XU7VH6U

pith:2024:3XU7VH6UJOWGAB4I2P3ALZBU7D

not attested not anchored not stored refs pending

No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks

Alejandro Lopez-Lira, Benyou Wang, Chenhan Yuan, Gang Hu, Jimin Huang, Ke Qin, Min Peng, Qianqian Xie, Sophia Ananiadou

arxiv:2403.06249 v3 · 2024-03-10 · cs.CE · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3XU7VH6UJOWGAB4I2P3ALZBU7D}

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

From Feedback Loops to Policy Updates: Reinforcement Fine-Tuning for LLM-Based Alpha Factor Discovery

TaxPraBen: A Scalable Benchmark for Structured Evaluation of LLMs in Chinese Real-World Tax Practice

Receipt and verification

First computed	2026-07-05T08:56:03.857419Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dde9fa9fd44bac600788d3f605e434f8e67ed02f7c3b37f3aa982e5cb6643950

Aliases

arxiv: 2403.06249 · arxiv_version: 2403.06249v3 · doi: 10.48550/arxiv.2403.06249 · pith_short_12: 3XU7VH6UJOWG · pith_short_16: 3XU7VH6UJOWGAB4I · pith_short_8: 3XU7VH6U

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/3XU7VH6UJOWGAB4I2P3ALZBU7D \
  | 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: dde9fa9fd44bac600788d3f605e434f8e67ed02f7c3b37f3aa982e5cb6643950

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15e24dddcff9be34c4ce1f2090084399628593a22d2b37e932218c14b7c44112",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2024-03-10T16:22:20Z",
    "title_canon_sha256": "75f9677477c993e06c56130397147183dc62366b7e58598468f03c4f44ba9c24"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.06249",
    "kind": "arxiv",
    "version": 3
  }
}