Pith Number

pith:LM3TOY6R

pith:2024:LM3TOY6RAOW6Z54WEEOXNYAACX

not attested not anchored not stored refs pending

Personalization of Large Language Models: A Survey

Branislav Kveton, Diyi Yang, Franck Dernoncourt, Hamed Zamani, Hongjie Chen, Jiuxiang Gu, Joe Barrow, Junda Wu, Nedim Lipka, Nesreen Ahmed, Ruiyi Zhang, Ryan A. Rossi, Subrata Mitra, Sungchul Kim, Tong Yu, Tyler Derr, Xiang Chen, Yijia Shao, Yu Wang, Zhehao Zhang, Zichao Wang

arxiv:2411.00027 v3 · 2024-10-29 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LM3TOY6RAOW6Z54WEEOXNYAACX}

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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

17 papers in Pith

Invisible Impact of Empathy on Behavioral Change: Isolating the Effect of Empathy in Long-term Physical Activity Coaching Chatbot Interactions

User as Engram: Internalizing Per-User Memory as Local Parametric Edits

MemSlides: A Hierarchical Memory Driven Agent Framework for Personalized Slide Generation with Multi-turn Local Revision

Persona Non Grata: LLM Persona-Driven Generations in MCQA are Unstable in Distinct Dimensions

SenseJudge: Human-Centric Preference-Driven Judgment Framework

Receipt and verification

First computed	2026-07-05T11:35:51.987218Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b373763d103adecf796211d76e00015c622612c008e29d580aa4d4c1101bc01

Aliases

arxiv: 2411.00027 · arxiv_version: 2411.00027v3 · doi: 10.48550/arxiv.2411.00027 · pith_short_12: LM3TOY6RAOW6 · pith_short_16: LM3TOY6RAOW6Z54W · pith_short_8: LM3TOY6R

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/LM3TOY6RAOW6Z54WEEOXNYAACX \
  | 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: 5b373763d103adecf796211d76e00015c622612c008e29d580aa4d4c1101bc01

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b630f28756b9e16869cce13afc080eabb417dddf2c5034b1b13f7360f0989d8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-29T04:01:11Z",
    "title_canon_sha256": "096bfa41ea78760438c3d66b79e1fb3fa79aa3d715b20ec9043219dec5775c74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.00027",
    "kind": "arxiv",
    "version": 3
  }
}