Paper Citation Record · LEDGER

Transformers need glasses! Information over-squashing in language tasks

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2406.04267.

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

pith.paper-citation-record.v1
2406.04267 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:55:30.206042Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T19:25:03.712684Z

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 d5466dec-9b0e-4b49-a49d-2647be1c8bb5 · inbound

Provably Overwhelming Transformer Models with Designed Inputs cites this paper.

Provably Overwhelming Transformer Models with Designed Inputs Transformers need glasses! Information over-squashing in language tasks

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T17:08:17.091434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4db36c97-849e-496b-a3db-ce69159bb1f2 · inbound

What makes a good feedforward computational graph? cites this paper.

What makes a good feedforward computational graph? Transformers need glasses! Information over-squashing in language tasks

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:15.914184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b1d5bd0-d54f-47a9-bdd1-3d3b4f9288be · inbound

You Do Not Fully Utilize Transformer's Representation Capacity cites this paper.

You Do Not Fully Utilize Transformer's Representation Capacity Transformers need glasses! Information over-squashing in language tasks

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T22:19:19.341069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d29b7163-eb24-44aa-99a0-f3e072683d07 · inbound

Adaptive Long-term Embedding with Denoising and Augmentation for Recommendation cites this paper.

Adaptive Long-term Embedding with Denoising and Augmentation for Recommendation Transformers need glasses! Information over-squashing in language tasks

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-22T19:25:03.714531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a733924c-106f-4655-8e8c-71c98e1a739e · inbound

Probability Consistency in Large Language Models: Theoretical Foundations Meet Empirical Discrepancies cites this paper.

Probability Consistency in Large Language Models: Theoretical Foundations Meet Empirical Discrepancies Transformers need glasses! Information over-squashing in language tasks

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T21:55:30.206042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a2b9e0d-8771-4b9e-87c2-871505264879 · inbound

Position: The Future of Bayesian Prediction Is Prior-Fitted cites this paper.

Position: The Future of Bayesian Prediction Is Prior-Fitted Transformers need glasses! Information over-squashing in language tasks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:34.259965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e02a4989-ff5e-4b02-ad09-3f3d19d5cc95 · inbound

From Dispersion to Attraction: Spectral Dynamics of Hallucination Across Whisper Model Scales cites this paper.

From Dispersion to Attraction: Spectral Dynamics of Hallucination Across Whisper Model Scales Transformers need glasses! Information over-squashing in language tasks

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:56:13.809349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.