Pith Number

pith:BEU7YL2Q

pith:2024:BEU7YL2QJCWKDQVDS753APZHP3

not attested not anchored not stored refs pending

Large Language Model Enhanced Hard Sample Identification for Denoising Recommendation

Hao Liu, Tianrui Song, Wenshuo Chao

arxiv:2409.10343 v1 · 2024-09-16 · cs.IR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BEU7YL2QJCWKDQVDS753APZHP3}

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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

4 papers in Pith

Trustworthy Recommendation in the Era of Large Language Models: Opportunities and Challenges

VoteGCL: Enhancing Graph-based Recommendations with Majority-Voting LLM-Rerank Augmentation

A Survey on Generative Recommendation: Data, Model, and Tasks

Disagreement as Signals: Dual-view Calibration for Sequential Recommendation Denoising

Receipt and verification

First computed	2026-07-05T09:07:38.798696Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0929fc2f5048aca1c2a397fbb03f277ec35de34d0195a23307657c54d33609f5

Aliases

arxiv: 2409.10343 · arxiv_version: 2409.10343v1 · doi: 10.48550/arxiv.2409.10343 · pith_short_12: BEU7YL2QJCWK · pith_short_16: BEU7YL2QJCWKDQVD · pith_short_8: BEU7YL2Q

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/BEU7YL2QJCWKDQVDS753APZHP3 \
  | 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: 0929fc2f5048aca1c2a397fbb03f277ec35de34d0195a23307657c54d33609f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c70c730ac3a4b3480a4255971bd1e01e13c5e72ef0de9af5165c409fdd469962",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-09-16T14:57:09Z",
    "title_canon_sha256": "56511452ea0bc13164f9709cd3d05541f5bd4b83dd41dbae6da99be4d5fbeb89"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.10343",
    "kind": "arxiv",
    "version": 1
  }
}