Pith Number

pith:RHV2BKAK

pith:2023:RHV2BKAKJWN75WQMAE7DUKHNXK

not attested not anchored not stored refs pending

Aligning Language Models with Preferences through f-divergence Minimization

Dongyoung Go, Germ\'an Kruszewski, Jos Rozen, Marc Dymetman, Nahyeon Ryu, Tomasz Korbak

arxiv:2302.08215 v2 · 2023-02-16 · cs.CL · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{RHV2BKAKJWN75WQMAE7DUKHNXK}

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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

7 papers in Pith

Balancing Performance and Diversity in GRPO Autoregressive Text-to-Image Post-Training

Anatomy of Post-Training: Using Interpretability to Characterize Data and Shape the Learning Signal

Learning from Language Feedback via Variational Policy Distillation

Catastrophic Jailbreak of Open-source LLMs via Exploiting Generation

Threshold-Guided Optimization for Visual Generative Models

Receipt and verification

First computed	2026-07-05T06:17:46.424473Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

89eba0a80a4d9bfeda0c013e3a28edba80f37ef9a6db430aacaee0059f33d637

Aliases

arxiv: 2302.08215 · arxiv_version: 2302.08215v2 · doi: 10.48550/arxiv.2302.08215 · pith_short_12: RHV2BKAKJWN7 · pith_short_16: RHV2BKAKJWN75WQM · pith_short_8: RHV2BKAK

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/RHV2BKAKJWN75WQMAE7DUKHNXK \
  | 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: 89eba0a80a4d9bfeda0c013e3a28edba80f37ef9a6db430aacaee0059f33d637

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "80ea778c6d2d33a444e4e985eea56dc4326ba682cba053baf8d482f4269feb44",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-02-16T10:59:39Z",
    "title_canon_sha256": "e20b6545b565f5c75cb00bb19562ad5b5c5fcb81582d6eb4f58e62daa9787887"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.08215",
    "kind": "arxiv",
    "version": 2
  }
}