Pith Number

pith:HUQP2V2Q

pith:2023:HUQP2V2QA5IFXDZ5SOGXOOSYZ6

not attested not anchored not stored refs pending

Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System

Haofen Wang, Jiawei Zhang, Tao Sheng, Youlin Xiang, Yunfan Gao, Yun Xiong

arxiv:2303.14524 v2 · 2023-03-25 · cs.IR · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HUQP2V2QA5IFXDZ5SOGXOOSYZ6}

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

34 papers in Pith

GraphLoRA: Structure-Aware Low-Rank Adaptation for Large Language Model Recommendation

Dialogue to Discovery: Attribute-Aware Preference Elicitation for Conversational Product Search Assistants

Towards Fast Domain Adaptation and Fine-Grained User Simulation for Evaluating Conversational Recommender Systems

Structuring and Tokenizing Distributed User Interest Context for Generative Recommendation

CFALR: Collaborative Filtering-Augmented Large Language Model for Personalized Fashion Outfit Recommendation

Receipt and verification

First computed	2026-07-05T05:57:36.659697Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d20fd575007505b8f3d938d773a58cf81f465c397423c5f6d4316421205f621

Aliases

arxiv: 2303.14524 · arxiv_version: 2303.14524v2 · doi: 10.48550/arxiv.2303.14524 · pith_short_12: HUQP2V2QA5IF · pith_short_16: HUQP2V2QA5IFXDZ5 · pith_short_8: HUQP2V2Q

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/HUQP2V2QA5IFXDZ5SOGXOOSYZ6 \
  | 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: 3d20fd575007505b8f3d938d773a58cf81f465c397423c5f6d4316421205f621

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a911a2640d06bdc9e20b00f4ae4f7b14a4650b60e34ff124408b48af3af824ce",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-03-25T17:37:43Z",
    "title_canon_sha256": "623d4653b04b6e5f2d8e4016ea64344229c380928a2a5b4aeab16df6430c1996"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.14524",
    "kind": "arxiv",
    "version": 2
  }
}