Pith Number

pith:V4UNGYPW

pith:2024:V4UNGYPWIRHBXZZSTEELFCNI36

not attested not anchored not stored refs pending

Found in the Middle: Calibrating Positional Attention Bias Improves Long Context Utilization

Abhishek Kumar, Alexander Ratner, Cheng-Yu Hsieh, Chen-Yu Lee, Chun-Liang Li, James Glass, Long T. Le, Ranjay Krishna, Tomas Pfister, Yung-Sung Chuang, Zifeng Wang

arxiv:2406.16008 v2 · 2024-06-23 · cs.CL · cs.AI · 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{V4UNGYPWIRHBXZZSTEELFCNI36}

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

3 papers in Pith

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

Mitigating Coordinate Prediction Bias from Positional Encoding Failures

The PICCO Framework for Large Language Model Prompting: A Taxonomy and Reference Architecture for Prompt Structure

Receipt and verification

First computed	2026-07-05T08:39:35.343087Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af28d361f6444e1be7329908b289a8dfa5943443fc0522c07534f42687bb895b

Aliases

arxiv: 2406.16008 · arxiv_version: 2406.16008v2 · doi: 10.48550/arxiv.2406.16008 · pith_short_12: V4UNGYPWIRHB · pith_short_16: V4UNGYPWIRHBXZZS · pith_short_8: V4UNGYPW

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/V4UNGYPWIRHBXZZSTEELFCNI36 \
  | 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: af28d361f6444e1be7329908b289a8dfa5943443fc0522c07534f42687bb895b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef99ed0ea79c1b519bc70b2dadd20204213fd50217434e8633b22f2938b88783",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-23T04:35:42Z",
    "title_canon_sha256": "3cc6d600140e2464fae71f19c154de80694a32b3735fba5694f98a3dad81a8b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.16008",
    "kind": "arxiv",
    "version": 2
  }
}