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Pith Number

pith:MXZ6Y6VP

pith:2024:MXZ6Y6VPLFKSBNL6EF6BFB3BBY
not attested not anchored not stored refs pending

A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques

Amal Zouaq, Matthew D Riemer, Megh Thakkar, Payel Das, Pin-Yu Chen, Quentin Fournier, Sarath Chandar

arxiv:2406.04879 v1 · 2024-06-07 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MXZ6Y6VPLFKSBNL6EF6BFB3BBY}

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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

1 paper in Pith

Receipt and verification
First computed 2026-07-05T08:28:50.360638Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

65f3ec7aaf595520b57e217c1287610e1bc9e17dfe101a7a13e9e14a91f4b2e8

Aliases

arxiv: 2406.04879 · arxiv_version: 2406.04879v1 · doi: 10.48550/arxiv.2406.04879 · pith_short_12: MXZ6Y6VPLFKS · pith_short_16: MXZ6Y6VPLFKSBNL6 · pith_short_8: MXZ6Y6VP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MXZ6Y6VPLFKSBNL6EF6BFB3BBY \
  | 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: 65f3ec7aaf595520b57e217c1287610e1bc9e17dfe101a7a13e9e14a91f4b2e8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "cd68ba36e47ce8ed2c56ec5af8a54f0e68dc743230b2cf3cb261ad60ec86f0b7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-07T12:25:51Z",
    "title_canon_sha256": "fb98b72b9d5464b16ff5c78790544d43fd15feb37ae42a09d452b8244460bc71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.04879",
    "kind": "arxiv",
    "version": 1
  }
}