Paper Citation Record · LEDGER

Why SWAVE May Not Be All You Need:A Concept-Evolution Retrospective on Complex-Valued Recurrent Language Models

As of 23 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2606.18324.

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

pith.paper-citation-record.v1
2606.18324 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T01:06:57.928337Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

16 of 16 outbound references displayed

verified exact7
verified fuzzy0
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 15810e28-a7f9-4eb6-b03d-9b765a872126 · outbound

This paper cites an unresolved cited work.

Why SWAVE May Not Be All You Need:A Concept-Evolution Retrospective on Complex-Valued Recurrent Language Models Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-27T01:06:57.928337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 423577e8-fe63-4a25-bab7-c739ab734a81 · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

Why SWAVE May Not Be All You Need:A Concept-Evolution Retrospective on Complex-Valued Recurrent Language Models Gemma 2: Improving Open Language Models at a Practical Size

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-07-03T20:48:56.524551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d86f0b36-15fd-4af1-a3c5-8445a412176c · outbound

This paper cites an unresolved cited work.

Why SWAVE May Not Be All You Need:A Concept-Evolution Retrospective on Complex-Valued Recurrent Language Models Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-27T01:06:57.928337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aed3ba27-d8b5-48af-bc16-37a11184fd1c · outbound

This paper cites an unresolved cited work.

Why SWAVE May Not Be All You Need:A Concept-Evolution Retrospective on Complex-Valued Recurrent Language Models Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-27T01:06:57.928337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b682abd-9e91-447e-b3c1-352d8ad9168e · outbound

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

Why SWAVE May Not Be All You Need:A Concept-Evolution Retrospective on Complex-Valued Recurrent Language Models Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-07-03T20:48:56.527576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 188feb08-5254-4178-9a1e-d7f98f6bddb4 · outbound

This paper cites Scaling Laws for Neural Language Models.

Why SWAVE May Not Be All You Need:A Concept-Evolution Retrospective on Complex-Valued Recurrent Language Models Scaling Laws for Neural Language Models

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-07-03T20:48:56.529965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 27ff41c3-0ff0-4fb7-a68b-e32993d1fa4c · outbound

This paper cites an unresolved cited work.

Why SWAVE May Not Be All You Need:A Concept-Evolution Retrospective on Complex-Valued Recurrent Language Models Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T01:06:57.928337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13ec01a1-def5-4510-8187-3046ca718df9 · outbound

This paper cites an unresolved cited work.

Why SWAVE May Not Be All You Need:A Concept-Evolution Retrospective on Complex-Valued Recurrent Language Models Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T01:06:57.928337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e06942e-f26e-4a25-876e-ba0f8b348e66 · outbound

This paper cites The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale.

Why SWAVE May Not Be All You Need:A Concept-Evolution Retrospective on Complex-Valued Recurrent Language Models The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-07-03T20:48:56.521593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 36bb98c4-e812-4a9a-8b6e-24947d1fe8d5 · outbound

This paper cites an unresolved cited work.

Why SWAVE May Not Be All You Need:A Concept-Evolution Retrospective on Complex-Valued Recurrent Language Models Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T01:06:57.928337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83eb1c0b-625b-42b3-aeed-986aea56f1b8 · outbound

This paper cites an unresolved cited work.

Why SWAVE May Not Be All You Need:A Concept-Evolution Retrospective on Complex-Valued Recurrent Language Models Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T01:06:57.928337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f615e59-52cf-4b64-bc7d-328fa2aa59c7 · outbound

This paper cites GLU Variants Improve Transformer.

Why SWAVE May Not Be All You Need:A Concept-Evolution Retrospective on Complex-Valued Recurrent Language Models GLU Variants Improve Transformer

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-07-03T20:48:56.519026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e962f533-8067-4293-8353-93b8021d3380 · outbound

This paper cites an unresolved cited work.

Why SWAVE May Not Be All You Need:A Concept-Evolution Retrospective on Complex-Valued Recurrent Language Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T01:06:57.928337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c97fd2c-dd13-4065-87c5-eb12ce77f097 · outbound

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

Why SWAVE May Not Be All You Need:A Concept-Evolution Retrospective on Complex-Valued Recurrent Language Models RoFormer: Enhanced Transformer with Rotary Position Embedding

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-07-03T20:48:56.516054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 449c0151-7210-441f-9360-631625532b51 · outbound

This paper cites Phase-Associative Memory: Sequence Modeling in Complex Hilbert Space.

Why SWAVE May Not Be All You Need:A Concept-Evolution Retrospective on Complex-Valued Recurrent Language Models Phase-Associative Memory: Sequence Modeling in Complex Hilbert Space

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-07-03T20:48:56.532365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 482dd005-a2e6-41de-b552-461e14a02bd3 · outbound

This paper cites an unresolved cited work.

Why SWAVE May Not Be All You Need:A Concept-Evolution Retrospective on Complex-Valued Recurrent Language Models Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T01:06:57.928337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.