Paper Citation Record · LEDGER

Wavelet-based Positional Representation for Long Context

As of 19 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 2 inbound Pith citation observations for arXiv:2502.02004.

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

pith.paper-citation-record.v1
2502.02004 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T13:50:48.977120Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:13:36.546953Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T15:36:34.062709Z

Reference resolution

50 of 50 outbound references displayed

verified exact3
verified fuzzy12
unresolved33
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 978d06cb-97b0-41ac-b596-663c9acbb5c3 · outbound

This paper cites Adaptive input representations for neural language modeling.

Wavelet-based Positional Representation for Long Context Adaptive input representations for neural language modeling

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:50:49.741447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c0418ed3-263b-4c96-ad04-ce720a5d0587 · outbound

This paper cites L ong B ench: A bilingual, multitask benchmark for long context understanding.

Wavelet-based Positional Representation for Long Context L ong B ench: A bilingual, multitask benchmark for long context understanding

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.776334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5291bf09-adf7-42e1-ad0c-c99fb49c98ec · outbound

This paper cites Longformer: The Long-Document Transformer.

Wavelet-based Positional Representation for Long Context Longformer: The Long-Document Transformer

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.780816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ffd7248-faa4-4c5b-8019-ecb49cdf3fbd · outbound

This paper cites A real-time gabor primal sketch for visual attention.

Wavelet-based Positional Representation for Long Context A real-time gabor primal sketch for visual attention

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:50:49.718540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a676dfa3-ff38-4c68-8f06-5049908b94fc · outbound

This paper cites Ntk-aware scaled rope allows llama models to have extended (8k+) context size without any fine-tuning and minimal perplexity degradation., 2023.

Wavelet-based Positional Representation for Long Context Ntk-aware scaled rope allows llama models to have extended (8k+) context size without any fine-tuning and minimal perplexity degradation., 2023

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:50:49.704764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2c78179b-73a7-44c9-89b6-66c0986eb3d1 · outbound

This paper cites The Fourier transform and its applications, volume 31999.

Wavelet-based Positional Representation for Long Context The Fourier transform and its applications, volume 31999

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.794325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a4744bf-4ca0-48f2-8ea3-abb41bf34401 · outbound

This paper cites Language models are few-shot learners.

Wavelet-based Positional Representation for Long Context Language models are few-shot learners

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.798929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 075b033f-e53b-4b25-80c1-8ba76b460863 · outbound

This paper cites Extending Context Window of Large Language Models via Positional Interpolation.

Wavelet-based Positional Representation for Long Context Extending Context Window of Large Language Models via Positional Interpolation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.803102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09587201-4703-4d86-ad80-67368ed5ec09 · outbound

This paper cites Dissecting transformer length extrapolation via the lens of receptive field analysis.

Wavelet-based Positional Representation for Long Context Dissecting transformer length extrapolation via the lens of receptive field analysis

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.807454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e00ba4c-a58a-4b34-b51e-ecd84347321b · outbound

This paper cites Redpajama: An open source recipe to reproduce llama training dataset, 2023.

Wavelet-based Positional Representation for Long Context Redpajama: An open source recipe to reproduce llama training dataset, 2023

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.811750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58121691-5e9b-4d9b-b0a1-5df79f5ae62b · outbound

This paper cites Transformer- XL : Attentive language models beyond a fixed-length context.

Wavelet-based Positional Representation for Long Context Transformer- XL : Attentive language models beyond a fixed-length context

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.815940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7041eb0e-0be6-4393-a922-4c3c37e7aa3f · outbound

This paper cites Ten lectures on wavelets.

Wavelet-based Positional Representation for Long Context Ten lectures on wavelets

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:50:49.664000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d6f6ef73-4cfc-4a9d-bdfc-1d9bbd265fe9 · outbound

This paper cites BERT : Pre-training of deep bidirectional transformers for language understanding.

Wavelet-based Positional Representation for Long Context BERT : Pre-training of deep bidirectional transformers for language understanding

Reference 13

Resolution: malformed identifier; no resolver link, observed 2026-08-09T13:50:48.824123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f965e58c-aa89-4fd5-90cb-eebda038d2dc · outbound

This paper cites LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens.

Wavelet-based Positional Representation for Long Context LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.828392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d18847a5-e040-4c99-9d4c-4ecbe7f729c8 · outbound

This paper cites an unresolved cited work.

Wavelet-based Positional Representation for Long Context Unresolved cited work

Reference 15

Resolution: metadata mismatch; raw_fallback, observed 2026-08-09T13:50:49.384990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f7dad38f-4200-426d-b11c-811bf10b031d · outbound

This paper cites Grossmann and J.

Wavelet-based Positional Representation for Long Context Grossmann and J

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.836691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44fc1ba7-816f-4f7f-83d0-66d098214ff3 · outbound

This paper cites an unresolved cited work.

Wavelet-based Positional Representation for Long Context Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-09T13:50:49.651132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7159d3ad-469d-46f5-91fe-61bcf4ea7380 · outbound

This paper cites Mistral 7B.

Wavelet-based Positional Representation for Long Context Mistral 7B

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.845039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4115cfed-3fc5-4684-b345-2ff64027e9c8 · outbound

This paper cites The impact of positional encoding on length generalization in transformers.

Wavelet-based Positional Representation for Long Context The impact of positional encoding on length generalization in transformers

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:50:49.638677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 18dbbb5f-4a4e-440a-932a-2037dd3172b9 · outbound

This paper cites Lee, Ralf Gommers, Filip Waselewski, Kai Wohlfahrt, and Aaron Leary.

Wavelet-based Positional Representation for Long Context Lee, Ralf Gommers, Filip Waselewski, Kai Wohlfahrt, and Aaron Leary

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.853292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a3f8bb4-354c-4d8c-978f-2b969c97af85 · outbound

This paper cites Learnable fourier features for multi-dimensional spatial positional encoding.

Wavelet-based Positional Representation for Long Context Learnable fourier features for multi-dimensional spatial positional encoding

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:50:49.625908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 49fc8cbd-639a-4d40-aa1c-cff44edd4200 · outbound

This paper cites Scaling laws of ro PE -based extrapolation.

Wavelet-based Positional Representation for Long Context Scaling laws of ro PE -based extrapolation

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:50:49.612526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cc09d0d2-bcd8-4bb4-b03b-70a889ab79dc · outbound

This paper cites Decoupled weight decay regularization.

Wavelet-based Positional Representation for Long Context Decoupled weight decay regularization

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.865435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b912fb5-33f4-4736-9f1a-97f96fd04c9d · outbound

This paper cites an unresolved cited work.

Wavelet-based Positional Representation for Long Context Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.869358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2195731-3f64-41b1-9c92-e626a6e685ca · outbound

This paper cites Pointer sentinel mixture models.

Wavelet-based Positional Representation for Long Context Pointer sentinel mixture models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.872908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 610493d8-177d-43dc-b234-61620443d22a · outbound

This paper cites Multiresolution graph transformers and wavelet positional encoding for learning long-range and hierarchical structures.

Wavelet-based Positional Representation for Long Context Multiresolution graph transformers and wavelet positional encoding for learning long-range and hierarchical structures

Reference 26

Resolution: verified exact; doi, observed 2026-08-09T13:50:49.046895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d57e76e2-630c-452d-a1e4-1f57aab3e7b7 · outbound

This paper cites Multiresolution Graph Transformers and Wavelet Positional Encoding for Learning Hierarchical Structures.

Wavelet-based Positional Representation for Long Context Multiresolution Graph Transformers and Wavelet Positional Encoding for Learning Hierarchical Structures

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-09T13:50:49.300428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d6a3a117-ea8f-4b68-b521-25c2067e49a6 · outbound

This paper cites fairseq: A fast, extensible toolkit for sequence modeling.

Wavelet-based Positional Representation for Long Context fairseq: A fast, extensible toolkit for sequence modeling

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.887240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45669e20-06b5-4713-91ec-8981c31fac89 · outbound

This paper cites Ya RN : Efficient context window extension of large language models.

Wavelet-based Positional Representation for Long Context Ya RN : Efficient context window extension of large language models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.890874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d284d66d-4bd4-43a2-8f92-9923b53f2db8 · outbound

This paper cites Train short, test long: Attention with linear biases enables input length extrapolation.

Wavelet-based Positional Representation for Long Context Train short, test long: Attention with linear biases enables input length extrapolation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.894571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a81b02b5-72dd-4366-b9ac-78336fbdbedb · outbound

This paper cites an unresolved cited work.

Wavelet-based Positional Representation for Long Context Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.897957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d93d836e-46f7-4d9b-8ed7-58200b9bc104 · outbound

This paper cites Wavelet functions and their polynomials.

Wavelet-based Positional Representation for Long Context Wavelet functions and their polynomials

Reference 32

Resolution: verified exact; doi, observed 2026-08-09T13:50:49.031816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bc9731ff-1f73-433d-8c23-708f5fb09503 · outbound

This paper cites Retrieval-Pretrained Transformer: Long-range Language Modeling with Self-retrieval.

Wavelet-based Positional Representation for Long Context Retrieval-Pretrained Transformer: Long-range Language Modeling with Self-retrieval

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.906102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b42a8293-31b5-46a0-9508-da965e93472a · outbound

This paper cites Self-attention with relative position representations.

Wavelet-based Positional Representation for Long Context Self-attention with relative position representations

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.910719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 535d99cf-1ddd-4116-b3a0-31c871cf3afa · outbound

This paper cites Roformer: Enhanced transformer with rotary position embedding, 2021.

Wavelet-based Positional Representation for Long Context Roformer: Enhanced transformer with rotary position embedding, 2021

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.914699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f05a741d-07d6-42ff-ad43-3ba44b45a171 · outbound

This paper cites A length-extrapolatable transformer.

Wavelet-based Positional Representation for Long Context A length-extrapolatable transformer

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.918823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2953c9d7-039a-40e6-ad8f-6a417eaee130 · outbound

This paper cites Srinivasan, Ben Mildenhall, Sara Fridovich-Keil, Nithin Raghavan, Utkarsh Singhal, Ravi Ramamoorthi, Jonathan T.

Wavelet-based Positional Representation for Long Context Srinivasan, Ben Mildenhall, Sara Fridovich-Keil, Nithin Raghavan, Utkarsh Singhal, Ravi Ramamoorthi, Jonathan T

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:50:49.539561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 81a57d18-fb4a-4d7a-a1e4-b4b532c5d40f · outbound

This paper cites Long range arena : A benchmark for efficient transformers.

Wavelet-based Positional Representation for Long Context Long range arena : A benchmark for efficient transformers

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:50:49.526220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ff0abbe9-dcf2-46ff-a3d5-08b3ab12f032 · outbound

This paper cites an unresolved cited work.

Wavelet-based Positional Representation for Long Context Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.930691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccd5262f-d549-49fc-bee4-84fb92a5cda2 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Wavelet-based Positional Representation for Long Context LLaMA: Open and Efficient Foundation Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.934613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b7171a8-9c90-4efb-9e71-556857ef9a92 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Wavelet-based Positional Representation for Long Context Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.938741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c82fc47-e4a4-4fcc-b4d6-3376c466ffcb · outbound

This paper cites Attention is all you need.

Wavelet-based Positional Representation for Long Context Attention is all you need

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.943350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18fe764d-cfd1-4602-9520-cbd48249086f · outbound

This paper cites Encoding word order in complex embeddings.

Wavelet-based Positional Representation for Long Context Encoding word order in complex embeddings

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:50:49.503858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 84a1945e-be4f-473c-999e-780443f4a079 · outbound

This paper cites Memorizing transformers.

Wavelet-based Positional Representation for Long Context Memorizing transformers

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:50:49.490581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c90a163e-ffb6-4370-b14e-d01a4d14d3e5 · outbound

This paper cites Effective long-context scaling of foundation model.

Wavelet-based Positional Representation for Long Context Effective long-context scaling of foundation model

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.955165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ece5802-033a-45ba-9e86-f07fbbd7bed9 · outbound

This paper cites Long Context Compression with Activation Beacon.

Wavelet-based Positional Representation for Long Context Long Context Compression with Activation Beacon

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.959212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67cc6228-80cb-41d4-bbcc-956962d63f44 · outbound

This paper cites write newline.

Wavelet-based Positional Representation for Long Context write newline

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.963562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a53140f9-2ba4-494b-b483-0de97cdd20d0 · outbound

This paper cites @esa (Ref.

Wavelet-based Positional Representation for Long Context @esa (Ref

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.968481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a3a2698-5002-4833-99b1-ff2a1b2c27f1 · outbound

This paper cites an unresolved cited work.

Wavelet-based Positional Representation for Long Context Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-09T13:50:48.972715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 690c51df-4e2e-4169-9ee2-e89bc8240f61 · outbound

This paper cites @ZJڤ/Q PH F @ vBF Q k Of>o&MݻWܹs3ta , @ O 'xs=&Y駟fu,(y!j' 9EТy]WYfp#.

Wavelet-based Positional Representation for Long Context @ZJڤ/Q PH F @ vBF Q k Of>o&MݻWܹs3ta , @ O 'xs=&Y駟fu,(y!j' 9EТy]WYfp#

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:50:49.442708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation e63b1b08-f4ed-4dde-9ca1-27062112efec · inbound

EfficientLLM: Efficiency in Large Language Models cites this paper.

EfficientLLM: Efficiency in Large Language Models Wavelet-based Positional Representation for Long Context

Reference 154

Resolution: unresolved; no resolver link, observed 2026-08-15T20:13:36.546953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f973b5fa-2cbd-4bd1-af63-0183a5cadfb1 · inbound

DyWPE: Signal-Aware Dynamic Wavelet Positional Encoding for Time Series Transformers cites this paper.

DyWPE: Signal-Aware Dynamic Wavelet Positional Encoding for Time Series Transformers Wavelet-based Positional Representation for Long Context

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-18T15:36:34.065801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.