Paper Citation Record · LEDGER

Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2406.02550.

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

pith.paper-citation-record.v1
2406.02550 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:44:10.811457Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 77658386-79e0-4a4b-81c7-bc44823357f1 · inbound

Spectral Journey: How Transformers Predict the Shortest Path cites this paper.

Spectral Journey: How Transformers Predict the Shortest Path Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks

Reference 1960

Resolution: unresolved; no resolver link, observed 2026-08-07T23:44:10.811457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93d996df-6eb8-4d27-8cdd-2035bcb69607 · inbound

Uncovering a Universal Abstract Algorithm for Modular Addition in Neural Networks cites this paper.

Uncovering a Universal Abstract Algorithm for Modular Addition in Neural Networks Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:40:56.283173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2a761ee-e5f5-4806-b2f0-df8765cb9cde · inbound

Distinct Computations Emerge From Compositional Curricula in In-Context Learning cites this paper.

Distinct Computations Emerge From Compositional Curricula in In-Context Learning Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:53.841817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10e357e4-420a-4c0c-a28b-a0fcc84bc733 · 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 Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks

Reference 267

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:16:06.738956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8d195306-e578-4336-9b04-b4da84092af6 · inbound

Model Capacity Determines Grokking through Competing Memorisation and Generalisation Speeds cites this paper.

Model Capacity Determines Grokking through Competing Memorisation and Generalisation Speeds Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-12T03:56:19.405214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b8ed871b-803c-47fa-8e36-31c085816fda · 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 Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-13T05:27:19.192885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.