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Pith Number

pith:A6GEO2YG

pith:2024:A6GEO2YGWK5T2NOODSVODFF3XM
not attested not anchored not stored refs pending

Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases

Jiarui Li, Ye Yuan, Zehua Zhang

arxiv:2403.10446 v1 · 2024-03-15 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{A6GEO2YGWK5T2NOODSVODFF3XM}

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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

6 papers in Pith

HPC-LLM: Practical Domain Adaptation and Retrieval-Augmented Generation for HPC Support
Towards FairRAG: Preventing Representational Harm in Retrieval-Augmented Generation by Enforcing Fair Exposure at Retrieval Time
Retrieval-Augmented Generation for AI-Generated Content: A Survey
Beyond Content Safety: Real-Time Monitoring for Reasoning Vulnerabilities in Large Language Models
Development and Preliminary Evaluation of a Domain-Specific Large Language Model for Tuberculosis Care in South Africa
Receipt and verification
First computed 2026-07-05T07:56:41.632020Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

078c476b06b2bb3d35ce1caae194bbbb0125ba7da96575dd5fd19d62df6313de

Aliases

arxiv: 2403.10446 · arxiv_version: 2403.10446v1 · doi: 10.48550/arxiv.2403.10446 · pith_short_12: A6GEO2YGWK5T · pith_short_16: A6GEO2YGWK5T2NOO · pith_short_8: A6GEO2YG
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/A6GEO2YGWK5T2NOODSVODFF3XM \
  | 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: 078c476b06b2bb3d35ce1caae194bbbb0125ba7da96575dd5fd19d62df6313de
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "7508cacce238b841d04143d59f2a503568c5590584cc530f53935444e1bcddad",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-15T16:30:14Z",
    "title_canon_sha256": "c704dff9217d47d9f5b79ce301482ed0716e5429f42d87b3fa19b87001fb0ff0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.10446",
    "kind": "arxiv",
    "version": 1
  }
}