Paper Citation Record · LEDGER

Reproducing Recurrent Transformers: The CoTFormer

As of 7 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2607.19405.

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

pith.paper-citation-record.v1
2607.19405 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T08:13:43.311785Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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 87a1f96c-419e-432f-bc44-c9ce8a5457e3 · outbound

This paper cites The Thirteenth International Conference on Representation Learning (ICLR) , year=.

Reproducing Recurrent Transformers: The CoTFormer The Thirteenth International Conference on Representation Learning (ICLR) , year=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:40.306751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d81b704e-e531-438f-91a5-60ffad75c1b7 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year=.

Reproducing Recurrent Transformers: The CoTFormer International Conference on Learning Representations (ICLR) , year=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:40.441326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 725e9475-cc04-47e0-a0c1-78bc0328d147 · outbound

This paper cites arXiv preprint arXiv:2507.02199 , year=.

Reproducing Recurrent Transformers: The CoTFormer arXiv preprint arXiv:2507.02199 , year=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:40.519176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adf0cdbb-3b58-4a23-91eb-702c50150802 · outbound

This paper cites arXiv preprint arXiv:2601.10242 , year=.

Reproducing Recurrent Transformers: The CoTFormer arXiv preprint arXiv:2601.10242 , year=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:40.563499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64ae708c-8f4c-4367-af9e-4412a1b07d35 · outbound

This paper cites A Formal Comparison Between Chain of Thought and Latent Thought.

Reproducing Recurrent Transformers: The CoTFormer A Formal Comparison Between Chain of Thought and Latent Thought

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:40.704011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95cb53a2-3802-4a72-a70c-a6b925c92681 · outbound

This paper cites Does Transformer Interpretability Transfer to RNNs?.

Reproducing Recurrent Transformers: The CoTFormer Does Transformer Interpretability Transfer to RNNs?

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:40.886207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15129212-9d48-4541-8bcb-fc48d7ae1571 · outbound

This paper cites Reliability of CKA as a Similarity Measure in Deep Learning.

Reproducing Recurrent Transformers: The CoTFormer Reliability of CKA as a Similarity Measure in Deep Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:40.973271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc256ab2-bb20-4e86-b227-a46c329309e9 · outbound

This paper cites ICLR 2024 Re-Align Workshop , year=.

Reproducing Recurrent Transformers: The CoTFormer ICLR 2024 Re-Align Workshop , year=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:41.089509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cb046c1-9101-491d-add6-11283d4a131a · outbound

This paper cites Estimating Neural Representation Alignment from Sparsely Sampled Inputs and Features.

Reproducing Recurrent Transformers: The CoTFormer Estimating Neural Representation Alignment from Sparsely Sampled Inputs and Features

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:41.185655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06eaa4c2-2732-4332-acc0-0c8839654720 · outbound

This paper cites Frontiers in Earth Science , year=.

Reproducing Recurrent Transformers: The CoTFormer Frontiers in Earth Science , year=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:41.315475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db665320-fad6-442a-948d-45c2f1f9cd7f · outbound

This paper cites Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP) , year=.

Reproducing Recurrent Transformers: The CoTFormer Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP) , year=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:41.490726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0511a0c-0e91-438b-a6bc-59d9bfc043ad · outbound

This paper cites transformer-circuits.pub , year=.

Reproducing Recurrent Transformers: The CoTFormer transformer-circuits.pub , year=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:41.600960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfaee31b-0405-4823-9453-65ff4626dafe · outbound

This paper cites arXiv preprint arXiv:2601.21582 , year=.

Reproducing Recurrent Transformers: The CoTFormer arXiv preprint arXiv:2601.21582 , year=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:41.781503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1a32667-7fdb-46c8-a871-4934b61970a1 · outbound

This paper cites Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach.

Reproducing Recurrent Transformers: The CoTFormer Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:42.004926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55ffb5fc-6265-424d-8519-d3828d31ab3b · outbound

This paper cites Lessons on Parameter Sharing across Layers in Transformers.

Reproducing Recurrent Transformers: The CoTFormer Lessons on Parameter Sharing across Layers in Transformers

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:42.156922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a974770-1c34-4754-b674-a8f626475410 · outbound

This paper cites Sparse Universal Transformer.

Reproducing Recurrent Transformers: The CoTFormer Sparse Universal Transformer

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:42.340432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daafd9df-dae4-454a-beff-c9cb2925a5e8 · outbound

This paper cites International Conference on Machine Learning (ICML) , year=.

Reproducing Recurrent Transformers: The CoTFormer International Conference on Machine Learning (ICML) , year=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:42.482949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5739a06f-3a2c-4503-811c-dc45aded6c38 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year=.

Reproducing Recurrent Transformers: The CoTFormer Advances in Neural Information Processing Systems (NeurIPS) , year=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:42.529775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bfaea7c-bc4a-4839-b53f-4ab210c92db0 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year=.

Reproducing Recurrent Transformers: The CoTFormer International Conference on Learning Representations (ICLR) , year=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:42.682550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66f5aaa6-aa8b-4de2-a103-e221694ffa05 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year=.

Reproducing Recurrent Transformers: The CoTFormer Advances in Neural Information Processing Systems (NeurIPS) , year=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:42.825816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d840afd-1d21-4c88-ac5b-aa960e24f485 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year=.

Reproducing Recurrent Transformers: The CoTFormer International Conference on Learning Representations (ICLR) , year=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:43.003735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efb0a363-133c-49d0-acc6-848db09ec46e · outbound

This paper cites International Conference on Learning Representations (ICLR) , year=.

Reproducing Recurrent Transformers: The CoTFormer International Conference on Learning Representations (ICLR) , year=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:43.154602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3c7f0ca-a707-4406-9324-585d3af3ed43 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year=.

Reproducing Recurrent Transformers: The CoTFormer International Conference on Learning Representations (ICLR) , year=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T08:13:43.311785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.