Paper Citation Record · LEDGER

CoPE: A Lightweight Complex Positional Encoding

As of 17 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 2 inbound Pith citation observations for arXiv:2508.18308.

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

pith.paper-citation-record.v1
2508.18308 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:13:11.810461Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T10:25:16.975413Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T19:01:46.382654Z

Reference resolution

14 of 14 outbound references displayed

verified exact0
verified fuzzy1
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c569bc19-65d5-4d40-8d9d-47d35df45d1a · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

CoPE: A Lightweight Complex Positional Encoding BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T17:13:11.782053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cbda48f-fbd4-40ce-832a-56496e35f294 · outbound

This paper cites URL http://dx.doi.org/10.1109/ ICASSP49357.2023.10095349.

CoPE: A Lightweight Complex Positional Encoding URL http://dx.doi.org/10.1109/ ICASSP49357.2023.10095349

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T17:13:11.787015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a365dcc6-0f74-4047-a281-06d0a98e8f9b · outbound

This paper cites Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation.

CoPE: A Lightweight Complex Positional Encoding Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T17:13:11.800956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f91b387-9eb6-44da-a086-a6bd18d5e398 · outbound

This paper cites RoFormer: Enhanced Transformer with Rotary Position Embedding.

CoPE: A Lightweight Complex Positional Encoding RoFormer: Enhanced Transformer with Rotary Position Embedding

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T17:13:11.807232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2020e048-3afe-4f0e-9ee5-5cd33f5ad0a9 · outbound

This paper cites Attention Is All You Need.

CoPE: A Lightweight Complex Positional Encoding Attention Is All You Need

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T17:13:11.810461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 709267eb-4a77-41ef-addf-b5b1f11f5692 · outbound

This paper cites org/CorpusID:16639476.

CoPE: A Lightweight Complex Positional Encoding org/CorpusID:16639476

Reference 2005

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:13:12.011692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8bcda834-789d-41c9-a3d2-b6bc0e561d91 · outbound

This paper cites Convolutional Sequence to Sequence Learning.

CoPE: A Lightweight Complex Positional Encoding Convolutional Sequence to Sequence Learning

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-05T17:13:11.789856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb1cbab1-12e3-4618-a233-db1d697eda77 · outbound

This paper cites Self-Attention with Relative Position Representations.

CoPE: A Lightweight Complex Positional Encoding Self-Attention with Relative Position Representations

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-05T17:13:11.803855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6be48a2-e174-48ac-8397-aed730f1b0ad · outbound

This paper cites an unresolved cited work.

CoPE: A Lightweight Complex Positional Encoding Unresolved cited work

Reference 2019

Resolution: unresolved; raw_fallback, observed 2026-08-05T17:13:12.018427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 649afe02-d5e8-4843-955d-ec2e0b8132e5 · outbound

This paper cites ALBERT: A Lite BERT for Self-supervised Learning of Language Representations.

CoPE: A Lightweight Complex Positional Encoding ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-05T17:13:11.795212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc65aab2-39dd-469e-b9c5-7346137b2244 · outbound

This paper cites A Survey of Complex-Valued Neural Networks.

CoPE: A Lightweight Complex Positional Encoding A Survey of Complex-Valued Neural Networks

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-05T17:13:11.773000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15b76234-33eb-4e96-9eee-e54bbb2f2fc7 · outbound

This paper cites Yang Leng, Qingfeng Lin, Long-Yin Yung, Jingreng Lei, Yang Li, and Yik-Chung Wu.

CoPE: A Lightweight Complex Positional Encoding Yang Leng, Qingfeng Lin, Long-Yin Yung, Jingreng Lei, Yang Li, and Yik-Chung Wu

Reference 2022

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T17:13:11.905257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 38c2ff56-6dd6-4526-84fb-d3c22f7b6628 · outbound

This paper cites Conditional Positional Encodings for Vision Transformers.

CoPE: A Lightweight Complex Positional Encoding Conditional Positional Encodings for Vision Transformers

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-05T17:13:11.776775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07e30fac-3258-49cd-973e-f123b46b2a41 · outbound

This paper cites Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization.

CoPE: A Lightweight Complex Positional Encoding Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-05T17:13:11.792545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 22d56c68-d129-4d8b-9002-515c810679b9 · inbound

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

Robust Filter Attention: Self-Attention as Precision-Weighted State Estimation CoPE: A Lightweight Complex Positional Encoding

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-18T19:01:46.384958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 266fc2f5-6d95-41e5-b93a-57154f915fb8 · inbound

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

Robust Filter Attention: Self-Attention as Precision-Weighted State Estimation CoPE: A Lightweight Complex Positional Encoding

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T10:25:16.975413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.