Pith Number

pith:V6F2YDDG

pith:2023:V6F2YDDGQP6THUDAXF33MDSQEW

not attested not anchored not stored refs pending

Towards Efficient and Effective Adaptation of Large Language Models for Sequential Recommendation

Ben Burns, Bo Peng, Srinivasan Parthasarathy, Xia Ning, Ziqi Chen

arxiv:2310.01612 v1 · 2023-10-02 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V6F2YDDGQP6THUDAXF33MDSQEW}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

1 paper in Pith

Listwise Preference Alignment Optimization for Tail Item Recommendation

Receipt and verification

First computed	2026-07-05T06:56:43.095144Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af8bac0c6683fd33d060b977b60e502597d8ec032818f85649f9ca4c3bac0a74

Aliases

arxiv: 2310.01612 · arxiv_version: 2310.01612v1 · doi: 10.48550/arxiv.2310.01612 · pith_short_12: V6F2YDDGQP6T · pith_short_16: V6F2YDDGQP6THUDA · pith_short_8: V6F2YDDG

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/V6F2YDDGQP6THUDAXF33MDSQEW \
  | 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: af8bac0c6683fd33d060b977b60e502597d8ec032818f85649f9ca4c3bac0a74

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0a4f5fa57a38b36ecc1e6a51baa4fbb95a1e1f25fd891be539c5c9a4054036b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-10-02T20:03:42Z",
    "title_canon_sha256": "9632dd018703dc330d1a6662abdac6fe14e997b62d616569db697b364b678091"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.01612",
    "kind": "arxiv",
    "version": 1
  }
}