Pith Number

pith:FIX3IKKS

pith:2023:FIX3IKKSEGHSS73ND4CMSZVKNB

not attested not anchored not stored refs pending

Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs

Bin Yu, Chandan Singh, Jianfeng Gao, Liyuan Liu, Qingru Zhang, Tuo Zhao, XiaoDong Liu

arxiv:2311.02262 v2 · 2023-11-03 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FIX3IKKSEGHSS73ND4CMSZVKNB}

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.

Receipt and verification

First computed	2026-07-05T09:13:48.145365Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a2fb42952218f297f6d1f04c966aa6849591dd13cc80acaa173baa13ad0e918

Aliases

arxiv: 2311.02262 · arxiv_version: 2311.02262v2 · doi: 10.48550/arxiv.2311.02262 · pith_short_12: FIX3IKKSEGHS · pith_short_16: FIX3IKKSEGHSS73N · pith_short_8: FIX3IKKS

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/FIX3IKKSEGHSS73ND4CMSZVKNB \
  | 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: 2a2fb42952218f297f6d1f04c966aa6849591dd13cc80acaa173baa13ad0e918

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dfda0b64fecfae877aa00989d75f117d5798c533da811b5363fcb7c4712f6f98",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-03T22:56:43Z",
    "title_canon_sha256": "35b25f9d373aef688e04150db90aa88471e101b32985373cf09ba131d19339a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.02262",
    "kind": "arxiv",
    "version": 2
  }
}