Pith. sign in
Pith Number

pith:NWX5AYIS

pith:2024:NWX5AYISRUWFUOB2BFVW5DPT2G
not attested not anchored not stored refs pending

When to Speak, When to Abstain: Contrastive Decoding with Abstention

Hyuhng Joon Kim, Sang-goo Lee, Taeuk Kim, Youna Kim

arxiv:2412.12527 v3 · 2024-12-17 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{NWX5AYISRUWFUOB2BFVW5DPT2G}

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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.
Receipt and verification
First computed 2026-07-05T11:03:54.852278Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6dafd061128d2c5a383a096b6e8df3d1a93767ffe7e1b8060f021308fe7cf0dd

Aliases

arxiv: 2412.12527 · arxiv_version: 2412.12527v3 · doi: 10.48550/arxiv.2412.12527 · pith_short_12: NWX5AYISRUWF · pith_short_16: NWX5AYISRUWFUOB2 · pith_short_8: NWX5AYIS
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/NWX5AYISRUWFUOB2BFVW5DPT2G \
  | 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: 6dafd061128d2c5a383a096b6e8df3d1a93767ffe7e1b8060f021308fe7cf0dd
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "136e7340be867eeb8c9c1707e7ce1b885ee734d08604f2cc4073ec73561f4d1b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-17T04:38:08Z",
    "title_canon_sha256": "b2b64bb7e9af90c6a46d405b575a1e604eac87f05fce33e23d6771e98baf0d34"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12527",
    "kind": "arxiv",
    "version": 3
  }
}