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Paper Citation Record · LEDGER

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

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 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 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:45:06.736553Z

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 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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T02:24:50.389349Z digest=sha256:3a8755b0c307d75bb2e2668decb742fcc0537efb570bc2170aefa5d1fc0af443

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-22T18:18:56.091429Z digest=sha256:d297c5aa7a3b59637bd0af360d194b610d71a0b51d4bc4cbdf00e60ff549f3d5

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.

source=pdf_text observed=2026-08-07T00:45:06.736553Z digest=sha256:8376fbb6315b8ad144f7c06c80f94f63c31bcc66e7ff62087f0e3c7ac7b0fc4a

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.

source=arxiv_source observed=2026-08-06T22:31:37.515953Z digest=sha256:8f4f70422114ddb68be07b8fe7d92570a36f4a405ecee50826f76209bfe3116b

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-18T18:56:48.722344Z digest=sha256:5f7a2caa7724dde0d9753ee7314cf3286c94c67623b3f019394210087156c2fb

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.

source=arxiv_source observed=2026-08-05T10:25:17.281856Z digest=sha256:ff0ab8acc1b97b4750ab0e4c9852f5b81feac293e586018b86e94002ba80e4b5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-16T08:59:44.016444Z digest=sha256:e3744e4b7fef490fa944e9b45630452077d87abc44ad927d8cca5abd8931aa93

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-14T21:07:37.032208Z digest=sha256:3a5da9222d2a9371dd623078d332184072d5a7335592bc6208407922856aaaaf

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-20T07:59:49.569151Z digest=sha256:9465f1a1fcdecf2878ca973e6bc64699bc98c03317a19796004cb19589cb1862