Pith Number

pith:J7DGUJ6Z

pith:2024:J7DGUJ6ZNH46QVM23HOYVIRFM4

not attested not anchored not stored refs pending

Keyword-driven Retrieval-Augmented Large Language Models for Cold-start User Recommendations

Dung D. Le, Hai-Dang Kieu, Minh Duc Nguyen, Thanh-Son Nguyen

arxiv:2405.19612 v3 · 2024-05-30 · cs.IR

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\usepackage{pith}
\pithnumber{J7DGUJ6ZNH46QVM23HOYVIRFM4}

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Record completeness

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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

Unleashing the Power of Large Language Model for Denoising Recommendation

Receipt and verification

First computed	2026-07-05T10:54:33.760750Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4fc66a27d969f9e8559ad9dd8aa22567398ac72e79774f144b08e6ead6e2a9ef

Aliases

arxiv: 2405.19612 · arxiv_version: 2405.19612v3 · doi: 10.48550/arxiv.2405.19612 · pith_short_12: J7DGUJ6ZNH46 · pith_short_16: J7DGUJ6ZNH46QVM2 · pith_short_8: J7DGUJ6Z

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/J7DGUJ6ZNH46QVM23HOYVIRFM4 \
  | 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: 4fc66a27d969f9e8559ad9dd8aa22567398ac72e79774f144b08e6ead6e2a9ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2cde6a628cde9bbbc7d46360701019cae557f855f286a048009cc21d336e89a7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-05-30T02:00:03Z",
    "title_canon_sha256": "b6e50c4ca398a968933276adb203dd97331567b68b8ac02abdd7e37d085452c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.19612",
    "kind": "arxiv",
    "version": 3
  }
}