Paper Citation Record · LEDGER

Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2312.17044.

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

pith.paper-citation-record.v1
2312.17044 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:13:39.551207Z

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

3
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 6622bd15-8496-48d8-8d05-84efb5ffa66f · inbound

Test-time Cost-and-Quality Controllable Arbitrary-Scale Super-Resolution with Variable Fourier Components cites this paper.

Test-time Cost-and-Quality Controllable Arbitrary-Scale Super-Resolution with Variable Fourier Components Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-11T20:43:05.744212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70e3f72b-bc88-4bf9-bbe0-2a55a11bcb12 · inbound

Rethinking Associative Memory Mechanism in Induction Head cites this paper.

Rethinking Associative Memory Mechanism in Induction Head Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-11T15:06:30.849934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66bde2ea-a67a-4319-8f7f-7e989a7f5441 · inbound

A Survey on Large Language Model Acceleration based on KV Cache Management cites this paper.

A Survey on Large Language Model Acceleration based on KV Cache Management Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-11T00:38:46.757942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78e47b44-9be6-48e8-b381-829f300d29c2 · inbound

Learning the RoPEs: Better 2D and 3D Position Encodings with STRING cites this paper.

Learning the RoPEs: Better 2D and 3D Position Encodings with STRING Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-09T11:50:03.351225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 567357f9-acd8-4295-ad04-922e637d90e9 · inbound

Learning the RoPEs: Better 2D and 3D Position Encodings with STRING cites this paper.

Learning the RoPEs: Better 2D and 3D Position Encodings with STRING Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-09T11:50:03.354747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d142357-4899-4f20-9e90-fb54b0be31dd · inbound

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

Positional Encoding in Transformer-Based Time Series Models: A Survey Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-23T02:25:19.177581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b66bce9d-ccc8-4ce4-a5a4-4f8ac0b5c3ba · inbound

LOOPE: Learnable Optimal Patch Order in Positional Embeddings for Vision Transformers cites this paper.

LOOPE: Learnable Optimal Patch Order in Positional Embeddings for Vision Transformers Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T18:21:55.982406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 17afe70d-41ee-48d6-ac40-c4576183c30b · inbound

EfficientLLM: Efficiency in Large Language Models cites this paper.

EfficientLLM: Efficiency in Large Language Models Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding

Reference 290

Resolution: unresolved; no resolver link, observed 2026-08-15T20:13:39.551207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a83ecd89-2525-47a1-9369-02773535c69e · inbound

SeqPE: Transformer with Sequential Position Encoding cites this paper.

SeqPE: Transformer with Sequential Position Encoding Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T00:45:06.736553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ea6dd1d-3345-4fd4-bc5a-4d71e8e8f9ff · inbound

Weak-to-Strong GraphRAG: Aligning Weak Retrievers with Large Language Models for Graph-based Retrieval Augmented Generation cites this paper.

Weak-to-Strong GraphRAG: Aligning Weak Retrievers with Large Language Models for Graph-based Retrieval Augmented Generation Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-06T22:31:37.515953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f739e0e-c963-4564-a721-1639794969df · inbound

Robust Filter Attention: Self-Attention as Precision-Weighted State Estimation cites this paper.

Robust Filter Attention: Self-Attention as Precision-Weighted State Estimation Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding

Reference 102

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T19:01:46.199030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f69492a0-d765-4954-aa4f-6510c200edcb · inbound

Robust Filter Attention: Self-Attention as Precision-Weighted State Estimation cites this paper.

Robust Filter Attention: Self-Attention as Precision-Weighted State Estimation Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding

Reference 102

Resolution: unresolved; no resolver link, observed 2026-08-05T10:25:17.281856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78feecf8-8f1f-463e-874e-36eadb36a3c2 · inbound

On the Spatiotemporal Dynamics of Generalization in Neural Networks cites this paper.

On the Spatiotemporal Dynamics of Generalization in Neural Networks Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T09:00:46.734891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 53df173f-4441-422f-9211-a4671875b771 · inbound

On the Mirage of Long-Range Dependency, with an Application to Integer Multiplication cites this paper.

On the Mirage of Long-Range Dependency, with an Application to Integer Multiplication Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T21:07:57.641758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b1cdf299-c5cf-4bdd-8a1a-49483dd53f97 · 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 Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding

Reference 34

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T08:03:08.986885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.