Pith. sign in
Pith Number

pith:GRLF67L3

pith:2024:GRLF67L3BNYOG52QDSXEZRM4SA
not attested not anchored not stored refs pending

Enhanced Bayesian Personalized Ranking for Robust Hard Negative Sampling in Recommender Systems

Bingyi Jing, Jing Zhang, Kexin Shi, Linjiajie Fang, Wenjia Wang

arxiv:2403.19276 v1 · 2024-03-28 · cs.IR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GRLF67L3BNYOG52QDSXEZRM4SA}

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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.
Receipt and verification
First computed 2026-07-05T08:01:47.169434Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

34565f7d7b0b70e377501cae4cc59c9028bd4447cb3efef417b72d4860615a77

Aliases

arxiv: 2403.19276 · arxiv_version: 2403.19276v1 · doi: 10.48550/arxiv.2403.19276 · pith_short_12: GRLF67L3BNYO · pith_short_16: GRLF67L3BNYOG52Q · pith_short_8: GRLF67L3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GRLF67L3BNYOG52QDSXEZRM4SA \
  | 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: 34565f7d7b0b70e377501cae4cc59c9028bd4447cb3efef417b72d4860615a77
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a4d2e91fcc9bceccdaa6e56c73fb5e22321d52cf5aa3ad0c4f94020a3c2243e3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-03-28T10:01:35Z",
    "title_canon_sha256": "c096410aacc5631b1fed3dbe4306fcec14ca7e78c112065d5ea7e7d8c9190a79"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.19276",
    "kind": "arxiv",
    "version": 1
  }
}