Paper Citation Record · LEDGER

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks

As of 9 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2512.01208.

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

pith.paper-citation-record.v1
2512.01208 v5

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T19:20:50.797252Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

23 of 23 outbound references displayed

verified exact0
verified fuzzy0
unresolved23
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 41aa69d1-95ef-4a48-8924-cd652bd783ca · outbound

This paper cites and Lafferty, J.

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks and Lafferty, J

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T19:20:48.770144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95ec3bc3-47be-4e76-a446-dc490425827c · outbound

This paper cites W., Cohen, J.

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks W., Cohen, J

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T19:20:48.836030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b07f892-5a75-4699-9baa-059fbc2cfa5f · outbound

This paper cites Unitary evolution recurrent neural networks.

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks Unitary evolution recurrent neural networks

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T19:20:48.923996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc2330a1-3a96-4c55-8fdb-1bab2d5ed089 · outbound

This paper cites Human brain networks function in connectome-specific harmonic waves.

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks Human brain networks function in connectome-specific harmonic waves

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T19:20:49.020300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b25c4a12-75bc-4479-a5b5-ad5ebcbb9414 · outbound

This paper cites Principled weight initialization for hypernetworks.

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks Principled weight initialization for hypernetworks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T19:20:49.140903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46b804da-f8e7-4012-bb90-308cc4b2ff89 · outbound

This paper cites and Gu, A.

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks and Gu, A

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T19:20:49.300808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cbf91b7-edcf-41fe-858d-9780023bc9be · outbound

This paper cites an unresolved cited work.

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T19:20:49.408157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b37b7689-00ad-4981-bab7-4893aea2557d · outbound

This paper cites Multi30k: Multilingual english-german image descriptions.

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks Multi30k: Multilingual english-german image descriptions

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T19:20:49.498529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3c4f399-0a80-404b-a9e2-919c4eb208cd · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T19:20:49.598525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d9c69a1-8b64-4079-9fb9-5537760dedf3 · outbound

This paper cites Delving deep into rectifiers: Surpassing human-level performance on imagenet classification.

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks Delving deep into rectifiers: Surpassing human-level performance on imagenet classification

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T19:20:49.707865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 150336f8-06e2-44b8-b0cf-4981889c9bba · outbound

This paper cites and Komachi, M.

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks and Komachi, M

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T19:20:49.807858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e59e994-57fe-404e-9cfe-0fb0e83a6ac7 · outbound

This paper cites On Initializing Transformers with Pre-trained Embeddings.

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks On Initializing Transformers with Pre-trained Embeddings

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T19:20:49.850334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c14aefa-61d9-4f09-814e-422355deeeef · outbound

This paper cites and Tsvetkov, Y.

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks and Tsvetkov, Y

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T19:20:49.941737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c310267-f5fc-4665-adf2-0be46bb4b3b8 · outbound

This paper cites Variational autoencoder with disentanglement priors for low-resource task-specific natural language generation.

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks Variational autoencoder with disentanglement priors for low-resource task-specific natural language generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T19:20:50.048082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbe05247-9729-46c8-9ed4-d7eb0a9d7638 · outbound

This paper cites J., Kay, K.

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks J., Kay, K

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T19:20:50.164149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4414fba-f60a-4526-8073-2b743fece639 · outbound

This paper cites Transformers without Tears: Improving the Normalization of Self-Attention.

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks Transformers without Tears: Improving the Normalization of Self-Attention

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T19:20:50.271527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 090582ef-c778-43c9-8101-6c1274839a30 · outbound

This paper cites an unresolved cited work.

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T19:20:50.405831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1eb06f0-8f8c-448d-87d3-b6339b9f80f6 · outbound

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

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks Roformer: Enhanced transformer with rotary position embedding

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T19:20:50.464232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce65bed5-a8f8-4781-a51d-e8bb569cd238 · outbound

This paper cites Bert rediscovers the classical nlp pipeline.

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks Bert rediscovers the classical nlp pipeline

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T19:20:50.521533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b58e463d-fbaa-4c48-841e-574e89e44b78 · outbound

This paper cites and Thottingal, S.

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks and Thottingal, S

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T19:20:50.575718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 428af048-8719-4355-8a9e-b270d3af3014 · outbound

This paper cites N., Kaiser, ., and Polosukhin, I.

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks N., Kaiser, ., and Polosukhin, I

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T19:20:50.658951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 560544cc-b956-4edc-9450-dbab83e1c60d · outbound

This paper cites W., Frankland, S.

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks W., Frankland, S

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T19:20:50.713048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41d0d63b-0623-4e66-999c-cf852f582ce4 · outbound

This paper cites write newline.

Language as a Wave Phenomenon: Semantic Phase Locking and Interference in Neural Networks write newline

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T19:20:50.797252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.