Pith Number

pith:LX7IT6YL

pith:2024:LX7IT6YLXJIZMPPZAQMYJ625MQ

not attested not anchored not stored refs pending

Listening to the Wise Few: Select-and-Copy Attention Heads for Multiple-Choice QA

Anastasia Voznyuk, Andrei Andriiainen, Eduard Tulchinskii, Evgeny Burnaev, Irina Piontkovskaya, Kristian Kuznetsov, Laida Kushnareva, Serguei Barannikov

arxiv:2410.02343 v1 · 2024-10-03 · 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{LX7IT6YLXJIZMPPZAQMYJ625MQ}

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

Understanding the Skill Gap in Recurrent Language Models: The Role of the Gather-and-Aggregate Mechanism

Receipt and verification

First computed	2026-07-05T09:15:19.540493Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5dfe89fb0bba51963df9041984fb5d6425bc9b50b48f7dbb0682e4045ffc67db

Aliases

arxiv: 2410.02343 · arxiv_version: 2410.02343v1 · doi: 10.48550/arxiv.2410.02343 · pith_short_12: LX7IT6YLXJIZ · pith_short_16: LX7IT6YLXJIZMPPZ · pith_short_8: LX7IT6YL

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/LX7IT6YLXJIZMPPZAQMYJ625MQ \
  | 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: 5dfe89fb0bba51963df9041984fb5d6425bc9b50b48f7dbb0682e4045ffc67db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "71e1b0912638815be89675355e79d26edc54545ed28450f1a82a9644aabdebf1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-03T09:53:48Z",
    "title_canon_sha256": "c63d4054ca919680cd6a8a05ed19299f26cf12441b658da9deff8d25c5b530e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.02343",
    "kind": "arxiv",
    "version": 1
  }
}