Paper Citation Record · LEDGER

The Impact of Positional Encoding on Length Generalization in Transformers

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2305.19466.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2305.19466 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:34:10.206201Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

33
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation d5f1b608-80d9-4ffc-a7cb-9d4657aede92 · inbound

YaRN: Efficient Context Window Extension of Large Language Models cites this paper.

YaRN: Efficient Context Window Extension of Large Language Models The Impact of Positional Encoding on Length Generalization in Transformers

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:46:51.315305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 37fcd849-5bf3-4dd4-b3ee-5ca6f8eee27e · inbound

Softplus Attention with Re-weighting Boosts Length Extrapolation in Large Language Models cites this paper.

Softplus Attention with Re-weighting Boosts Length Extrapolation in Large Language Models The Impact of Positional Encoding on Length Generalization in Transformers

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T16:15:39.426076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6cc6c62-97ce-4cc0-af1f-07942f91f76e · inbound

Positional Encoding in Transformer-Based Time Series Models: A Survey cites this paper.

Positional Encoding in Transformer-Based Time Series Models: A Survey The Impact of Positional Encoding on Length Generalization in Transformers

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-23T02:25:19.177807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e10a5974-a0c2-44a1-a802-9b9453449964 · inbound

HoPE: Hyperbolic Rotary Positional Encoding for Stable Long-Range Dependency Modeling in Large Language Models cites this paper.

HoPE: Hyperbolic Rotary Positional Encoding for Stable Long-Range Dependency Modeling in Large Language Models The Impact of Positional Encoding on Length Generalization in Transformers

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T05:36:53.995541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccb7f618-e6b4-435d-8dba-27ea834d7933 · inbound

Dual Triangle Attention: Effective Bidirectional Attention Without Positional Embeddings cites this paper.

Dual Triangle Attention: Effective Bidirectional Attention Without Positional Embeddings The Impact of Positional Encoding on Length Generalization in Transformers

Reference 39

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T21:20:51.577467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 062a15df-c11a-448f-af69-1a78205c0fa1 · inbound

A Measure-Theoretic Analysis of Reasoning: Structural Generalization and Approximation Limits cites this paper.

A Measure-Theoretic Analysis of Reasoning: Structural Generalization and Approximation Limits The Impact of Positional Encoding on Length Generalization in Transformers

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T08:03:08.962390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5245df35-dc35-43ec-806f-0108ef342079 · inbound

PJ-RoPE: A Fourier-Jet-Affine Position Space for Relative Attention cites this paper.

PJ-RoPE: A Fourier-Jet-Affine Position Space for Relative Attention The Impact of Positional Encoding on Length Generalization in Transformers

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T06:36:44.012791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0e1a1d99-08c1-4b69-84e1-4fd94961b4c4 · inbound

Input Pathways Shape Few-Shot, Not Zero-Shot, Binding in Tiny Transformers: A Fully-Enumerable Study cites this paper.

Input Pathways Shape Few-Shot, Not Zero-Shot, Binding in Tiny Transformers: A Fully-Enumerable Study The Impact of Positional Encoding on Length Generalization in Transformers

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-11T11:22:48.469230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce015e6c-f600-4fdc-b51f-502344965d6b · inbound

Anti-Periodic Positional Encoding: M\"obius Boundary Conditions Make In-Context Retrieval Reliable cites this paper.

Anti-Periodic Positional Encoding: M\"obius Boundary Conditions Make In-Context Retrieval Reliable The Impact of Positional Encoding on Length Generalization in Transformers

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T07:35:41.242214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4b88854-d178-416b-99e8-e6dc6061e8b6 · inbound

RIS-Kernel: A Model-Agnostic Architecture for Long-Context LLM Inference via Sparse Attention cites this paper.

RIS-Kernel: A Model-Agnostic Architecture for Long-Context LLM Inference via Sparse Attention The Impact of Positional Encoding on Length Generalization in Transformers

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T15:34:10.206201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f2611ed-07eb-4757-83a6-b167dacfe868 · inbound

Addressable Memory for Video World Models cites this paper.

Addressable Memory for Video World Models The Impact of Positional Encoding on Length Generalization in Transformers

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T05:06:51.829142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.