Pith Number

pith:WJPPX4FB

pith:2024:WJPPX4FBASGN2CB25CTLKI4DJV

not attested not anchored not stored refs pending

Preference Tuning with Human Feedback on Language, Speech, and Vision Tasks: A Survey

Anirban Das, David D. Yao, Genta Indra Winata, Hanyang Zhao, Sambit Sahu, Shi-Xiong Zhang, Wenpin Tang

arxiv:2409.11564 v2 · 2024-09-17 · cs.CL · cs.AI · cs.CV · cs.LG · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WJPPX4FBASGN2CB25CTLKI4DJV}

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

Score as Action: Fine-Tuning Diffusion Generative Models by Continuous-time Reinforcement Learning

Receipt and verification

First computed	2026-07-05T09:30:21.051551Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b25efbf0a1048cdd083ae8a6b523834d4b0eb5416ee6a36a9cbbb6616c117e49

Aliases

arxiv: 2409.11564 · arxiv_version: 2409.11564v2 · doi: 10.48550/arxiv.2409.11564 · pith_short_12: WJPPX4FBASGN · pith_short_16: WJPPX4FBASGN2CB2 · pith_short_8: WJPPX4FB

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/WJPPX4FBASGN2CB25CTLKI4DJV \
  | 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: b25efbf0a1048cdd083ae8a6b523834d4b0eb5416ee6a36a9cbbb6616c117e49

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f682114c9c73523838a7ecfe244a5ced8eae18995a8a71043d0197e46486a0a4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-17T21:28:51Z",
    "title_canon_sha256": "c32cafa6d3ad746a38a50619807063eecd7cc2e312d1839755cb27dc2584aaa5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.11564",
    "kind": "arxiv",
    "version": 2
  }
}