Pith. sign in
Pith Number

pith:MVZXZHDD

pith:2023:MVZXZHDD2IZBKKOKLSKRW4QKU6
not attested not anchored not stored refs pending

Data-Efficient Alignment of Large Language Models with Human Feedback Through Natural Language

Aishwarya Padmakumar, Devamanyu Hazarika, Di Jin, Mahdi Namazifar, Shikib Mehri, Sungjin Lee, Yang Liu

arxiv:2311.14543 v1 · 2023-11-24 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MVZXZHDD2IZBKKOKLSKRW4QKU6}

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

Receipt and verification
First computed 2026-07-05T07:16:20.148788Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

65737c9c63d2321529ca5c951b720aa79981691f3ed8e685f8388dbf10c75f40

Aliases

arxiv: 2311.14543 · arxiv_version: 2311.14543v1 · doi: 10.48550/arxiv.2311.14543 · pith_short_12: MVZXZHDD2IZB · pith_short_16: MVZXZHDD2IZBKKOK · pith_short_8: MVZXZHDD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MVZXZHDD2IZBKKOKLSKRW4QKU6 \
  | 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: 65737c9c63d2321529ca5c951b720aa79981691f3ed8e685f8388dbf10c75f40
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "271d362d357e2bda6a883cecf5f8903fb29c1a7079a9c770b9e2069a126c5c5d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-24T15:20:36Z",
    "title_canon_sha256": "3a6733b9bc7172dc978b08aa1b21f4b57ced2f1adb03cbb660cbe9bce9d65d24"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.14543",
    "kind": "arxiv",
    "version": 1
  }
}