Pith Number

pith:A7JVKW4M

pith:2024:A7JVKW4M6CQRASW7AWD5NITPDD

not attested not anchored not stored refs pending

Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference

Gaowen Liu, Jiabao Ji, Ramana Rao Kompella, Shiyu Chang, Sijia Liu, Yang Zhang, Yujian Liu

arxiv:2406.08607 v1 · 2024-06-12 · 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{A7JVKW4M6CQRASW7AWD5NITPDD}

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

SHRED: Retain-Set-Free Unlearning via Self-Distillation with Logit Demotion

Receipt and verification

First computed	2026-07-05T08:31:19.976059Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

07d3555b8cf0a1104adf0587d6a26f18edf60e2a9add6b85c45cdbb41311f1e4

Aliases

arxiv: 2406.08607 · arxiv_version: 2406.08607v1 · doi: 10.48550/arxiv.2406.08607 · pith_short_12: A7JVKW4M6CQR · pith_short_16: A7JVKW4M6CQRASW7 · pith_short_8: A7JVKW4M

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/A7JVKW4M6CQRASW7AWD5NITPDD \
  | 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: 07d3555b8cf0a1104adf0587d6a26f18edf60e2a9add6b85c45cdbb41311f1e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32ddc87d287cb64968e9f65e5f1197426f9254e13c04d44c14c428b35e497735",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-12T19:26:35Z",
    "title_canon_sha256": "b4cab41d1878ab8da391aac6d12858f0fdd5c44b997d5f5e62dc22891cb15b9f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.08607",
    "kind": "arxiv",
    "version": 1
  }
}