Pith Number

pith:BUNIYC37

pith:2023:BUNIYC37XAPQH7DBOGSJ26U4L7

not attested not anchored not stored refs pending

Does Synthetic Data Generation of LLMs Help Clinical Text Mining?

Ruixiang Tang, Xia Hu, Xiaoqian Jiang, Xiaotian Han

arxiv:2303.04360 v2 · 2023-03-08 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{BUNIYC37XAPQH7DBOGSJ26U4L7}

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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

11 papers in Pith

Synthetic Consumer Insight Generation with Large Language Models

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BEATS: Bootstrapping E-commerce Attribute Taxonomies for Search through Iterative Human-AI Collaboration

Data-Centric Foundation Models in Computational Healthcare: A Survey

Enhancing LLMs for Identifying and Prioritizing Important Medical Jargons from Electronic Health Record Notes Utilizing Data Augmentation: A Comparative Study

Receipt and verification

First computed	2026-07-05T05:59:47.158014Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d1a8c0b7fb81f03fc6171a49d7a9c5fdbb78d17171b3edb174da6d7031b4297

Aliases

arxiv: 2303.04360 · arxiv_version: 2303.04360v2 · doi: 10.48550/arxiv.2303.04360 · pith_short_12: BUNIYC37XAPQ · pith_short_16: BUNIYC37XAPQH7DB · pith_short_8: BUNIYC37

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/BUNIYC37XAPQH7DBOGSJ26U4L7 \
  | 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: 0d1a8c0b7fb81f03fc6171a49d7a9c5fdbb78d17171b3edb174da6d7031b4297

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f5c1cf697ee2a0c37510a8e51a79c44dca6401cb8ae800f49735a59fadfacf2a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-03-08T03:56:31Z",
    "title_canon_sha256": "80f813be0fa951af0ae86d0ce079d88d70d0d15498a37a194af3e6698bd9608d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.04360",
    "kind": "arxiv",
    "version": 2
  }
}