Paper Citation Record · LEDGER

Transformers generalize differently from information stored in context vs in weights

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2210.05675.

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

pith.paper-citation-record.v1
2210.05675 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:57:22.619625Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T23:39:05.233326Z

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 3191c054-6843-42be-a1a1-84be8dbd1f98 · inbound

Is Random Attention Sufficient for Sequence Modeling? Disentangling Trainable Components in the Transformer cites this paper.

Is Random Attention Sufficient for Sequence Modeling? Disentangling Trainable Components in the Transformer Transformers generalize differently from information stored in context vs in weights

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:57:22.619625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2dc8e27-f690-4c76-9182-6213ac895bc4 · inbound

In-Context Iterative Policy Improvement for Dynamic Manipulation cites this paper.

In-Context Iterative Policy Improvement for Dynamic Manipulation Transformers generalize differently from information stored in context vs in weights

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T18:15:50.527032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07f225cd-e82c-419e-a5bb-cd98247736e9 · inbound

To See the Unseen: on the Generalization Ability of Transformers in Symbolic Reasoning cites this paper.

To See the Unseen: on the Generalization Ability of Transformers in Symbolic Reasoning Transformers generalize differently from information stored in context vs in weights

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T22:49:15.793055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0fe43193-b1fc-4672-9961-1f3eb17f24f6 · inbound

Manifold Steering Reveals the Shared Geometry of Neural Network Representation and Behavior cites this paper.

Manifold Steering Reveals the Shared Geometry of Neural Network Representation and Behavior Transformers generalize differently from information stored in context vs in weights

Reference 300

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:16:06.563360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c6e1149b-f689-4092-a9b9-723fef9295b9 · inbound

Stories in Space: In-Context Learning Trajectories in Conceptual Belief Space cites this paper.

Stories in Space: In-Context Learning Trajectories in Conceptual Belief Space Transformers generalize differently from information stored in context vs in weights

Reference 127

Resolution: verified exact; arxiv_id, observed 2026-05-13T05:27:19.337224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 095840ca-8fd3-4a4d-ac67-ad66039fe297 · inbound

Learning Dynamics of Chain-of-Thought State Tracking in a Solvable Transformer Model cites this paper.

Learning Dynamics of Chain-of-Thought State Tracking in a Solvable Transformer Model Transformers generalize differently from information stored in context vs in weights

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-03T23:39:05.236068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9279d21e-b780-4e6c-845b-cf9e0849f244 · inbound

Input Pathways Shape Few-Shot, Not Zero-Shot, Binding in Tiny Transformers: A Fully-Enumerable Study cites this paper.

Input Pathways Shape Few-Shot, Not Zero-Shot, Binding in Tiny Transformers: A Fully-Enumerable Study Transformers generalize differently from information stored in context vs in weights

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-11T11:22:48.469230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfb0a00d-e7eb-4a97-a324-00c9d77f9b10 · inbound

Can a Language Model Learn Facts Continually in Its Weights? cites this paper.

Can a Language Model Learn Facts Continually in Its Weights? Transformers generalize differently from information stored in context vs in weights

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-14T07:36:43.499258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.