Pith Number

pith:2EWTQHJY

pith:2026:2EWTQHJYYEZCWN2COMHX5WHDC4

not attested not anchored not stored refs pending

Mitigating Position Bias in Transformers via Layer-Specific Positional Embedding Scaling

Changze Lv, Muling Wu, Qi Qian, Shizheng Li, Tianlong Li, Tianyuan Shi, Xiaoqing Zheng, Xuanjing Huang, Yiran Ding, Yixin Wu, Zhenghua Wang, Zhibo Xu

arxiv:2606.27705 v1 · 2026-06-26 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2EWTQHJYYEZCWN2COMHX5WHDC4}

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	2026-06-29T01:14:45.998406Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d12d381d38c1322b3742730f7ed8e3173d6588eefe31a6ae4f61e28e706add79

Aliases

arxiv: 2606.27705 · arxiv_version: 2606.27705v1 · doi: 10.48550/arxiv.2606.27705 · pith_short_12: 2EWTQHJYYEZC · pith_short_16: 2EWTQHJYYEZCWN2C · pith_short_8: 2EWTQHJY

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/2EWTQHJYYEZCWN2COMHX5WHDC4 \
  | 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: d12d381d38c1322b3742730f7ed8e3173d6588eefe31a6ae4f61e28e706add79

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3791b2c3430835e86ace5a9f05fc116484975429d7a5de264418607bde94e9dc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-26T04:07:41Z",
    "title_canon_sha256": "9b016afecb2d64c3d9b60bf98c31a8129854826da07bb8a15df76a7c7e5a9bc6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.27705",
    "kind": "arxiv",
    "version": 1
  }
}