Pith Number

pith:O2D2YQE2

pith:2022:O2D2YQE25SLMLFFFNYOYDGL777

not attested not anchored not stored refs pending

WHEN FLUE MEETS FLANG: Benchmarks and Large Pre-trained Language Model for Financial Domain

Agam Shah, Charese Smiley, Dheeraj Eidnani, Diyi Yang, Jiaao Chen, Kunal Chawla, Natraj Raman, Raj Sanjay Shah, Sudheer Chava, Wendi Du

arxiv:2211.00083 v1 · 2022-10-31 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O2D2YQE25SLMLFFFNYOYDGL777}

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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

How Small Can You Go? LoRA Fine-Tuning 270M-8B Models for Merchant Information Extraction in Financial Transactions

IPO-Mine: A Toolkit and Dataset for Section-Structured Analysis of Long, Multimodal IPO Documents

Benchmarking Large Vision-Language Models on CFMME: A Comprehensive Chinese Financial Multimodal Evaluation Dataset

Bridging Language Models and Financial Analysis

MulFSA: Multi-level Financial Sentiment Analysis Framework for Bond Market

Receipt and verification

First computed	2026-07-05T05:12:18.269772Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7687ac409aec96c594a56e1d81997fffe0d57cd5c0dca0b08010dea7c1292d37

Aliases

arxiv: 2211.00083 · arxiv_version: 2211.00083v1 · doi: 10.48550/arxiv.2211.00083 · pith_short_12: O2D2YQE25SLM · pith_short_16: O2D2YQE25SLMLFFF · pith_short_8: O2D2YQE2

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/O2D2YQE25SLMLFFFNYOYDGL777 \
  | 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: 7687ac409aec96c594a56e1d81997fffe0d57cd5c0dca0b08010dea7c1292d37

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5be367dff71d8452b08adfff68d0296c4b2e73acefa7e9c18de480d6ce827b6b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-31T18:35:18Z",
    "title_canon_sha256": "6fe4972f7feb40df40a6d149256a2adf56157e5046d9010d34ccc1f7818ab8f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.00083",
    "kind": "arxiv",
    "version": 1
  }
}