Pith Number

pith:P3T3FEVR

pith:2023:P3T3FEVRSYG2YZTPTGKV4AO5JI

not attested not anchored not stored refs pending

The Impact of Positional Encoding on Length Generalization in Transformers

Amirhossein Kazemnejad, Inkit Padhi, Karthikeyan Natesan Ramamurthy, Payel Das, Siva Reddy

arxiv:2305.19466 v2 · 2023-05-31 · cs.CL · cs.AI · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P3T3FEVRSYG2YZTPTGKV4AO5JI}

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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

5 papers in Pith

PJ-RoPE: A Fourier-Jet-Affine Position Space for Relative Attention

Positional Encoding in Transformer-Based Time Series Models: A Survey

A Measure-Theoretic Analysis of Reasoning: Structural Generalization and Approximation Limits

YaRN: Efficient Context Window Extension of Large Language Models

Dual Triangle Attention: Effective Bidirectional Attention Without Positional Embeddings

Receipt and verification

First computed	2026-07-05T07:09:49.047102Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ee7b292b1960dac666f99955e01dd4a1407cfb82d74bba497e34b6e4e135eca

Aliases

arxiv: 2305.19466 · arxiv_version: 2305.19466v2 · doi: 10.48550/arxiv.2305.19466 · pith_short_12: P3T3FEVRSYG2 · pith_short_16: P3T3FEVRSYG2YZTP · pith_short_8: P3T3FEVR

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/P3T3FEVRSYG2YZTPTGKV4AO5JI \
  | 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: 7ee7b292b1960dac666f99955e01dd4a1407cfb82d74bba497e34b6e4e135eca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "79592eb1631e3a33dfe5047e9a7010837207e17446a4d347adef4a33d47f1342",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-31T00:29:55Z",
    "title_canon_sha256": "67eb5d7affc8e7672ddc63a691c3a71dbb8de7d0a809d35ebae90375ca8a09a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.19466",
    "kind": "arxiv",
    "version": 2
  }
}