Paper Citation Record · LEDGER

Towards Signal Processing In Large Language Models

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2406.10254.

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

pith.paper-citation-record.v1
2406.10254 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:23:30.132822Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T10:06:09.441422Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a99a49e9-aead-4e07-a5d9-4806da08bf8c · inbound

Multimodal-to-Text Prompt Engineering in Large Language Models Using Feature Embeddings for GNSS Interference Characterization cites this paper.

Multimodal-to-Text Prompt Engineering in Large Language Models Using Feature Embeddings for GNSS Interference Characterization Towards Signal Processing In Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T21:23:30.132822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a51dd5a8-e6c3-46b8-b536-0410313eba26 · inbound

Energy-Gated Attention: Spectral Salience as an Inductive Bias for Transformer Attention cites this paper.

Energy-Gated Attention: Spectral Salience as an Inductive Bias for Transformer Attention Towards Signal Processing In Large Language Models

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:21:16.835098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a599a85b-8b25-4952-872e-ec5cc5eaa402 · inbound

Energy-Gated Attention and Wavelet Positional Encoding: Complementary Inductive Biases for Transformer Attention cites this paper.

Energy-Gated Attention and Wavelet Positional Encoding: Complementary Inductive Biases for Transformer Attention Towards Signal Processing In Large Language Models

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:24:00.027572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 00e6e390-9e90-434b-9a79-7a5f41676dcc · inbound

Beyond Sinusoids: A Morlet Wavelet Framework for Transformer Positional Encoding cites this paper.

Beyond Sinusoids: A Morlet Wavelet Framework for Transformer Positional Encoding Towards Signal Processing In Large Language Models

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-01T21:06:13.215811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 28d69deb-9977-4d7d-9f22-dca19e11c7ab · inbound

Multiscale POD of Transformer Attention Fields: Scale-Selective Analysis via Morlet Scalogram cites this paper.

Multiscale POD of Transformer Attention Fields: Scale-Selective Analysis via Morlet Scalogram Towards Signal Processing In Large Language Models

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-02T15:47:06.708900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a124e326-5996-43df-b8c8-7ae10b0c3598 · inbound

FourierQK: Spectral Preprocessing of Query-Key Projections Improves Transformer Attention cites this paper.

FourierQK: Spectral Preprocessing of Query-Key Projections Improves Transformer Attention Towards Signal Processing In Large Language Models

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-07-09T10:06:09.442770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.