Pith Number

pith:FELXGEU6

pith:2024:FELXGEU6ZKJYV22UD3TGCYUZJW

not attested not anchored not stored refs pending

Parameter-Efficient Detoxification with Contrastive Decoding

Caiming Xiong, Semih Yavuz, Tong Niu, Yingbo Zhou

arxiv:2401.06947 v1 · 2024-01-13 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FELXGEU6ZKJYV22UD3TGCYUZJW}

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

Detoxification of Large Language Models through Output-layer Fusion with a Calibration Model

Receipt and verification

First computed	2026-07-05T07:33:28.577929Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

291773129eca938aeb541ee66162994dbbd0b0e797e7b3acf61266897370260d

Aliases

arxiv: 2401.06947 · arxiv_version: 2401.06947v1 · doi: 10.48550/arxiv.2401.06947 · pith_short_12: FELXGEU6ZKJY · pith_short_16: FELXGEU6ZKJYV22U · pith_short_8: FELXGEU6

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/FELXGEU6ZKJYV22UD3TGCYUZJW \
  | 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: 291773129eca938aeb541ee66162994dbbd0b0e797e7b3acf61266897370260d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31f2a768d7c7ffbc3617e467d7c1708192ed84f47c6bbb74a9347dbeeab7a09f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-13T01:46:20Z",
    "title_canon_sha256": "cf69c480e4d487786bb89399be67980fa48f26f7e458c4c3573e1074f6ce5181"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.06947",
    "kind": "arxiv",
    "version": 1
  }
}