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Paper Citation Record · LEDGER

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

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 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 9 of 9 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 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:18:38.548622Z

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 24371c62-2602-49e4-ae2f-308017a7ad95 · inbound

Emergence and Effectiveness of Task Vectors in In-Context Learning: An Encoder Decoder Perspective cites this paper.

Emergence and Effectiveness of Task Vectors in In-Context Learning: An Encoder Decoder Perspective Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-11T14:20:23.645794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:20:23.645794Z digest=sha256:a6e9f93ef866243472f38226bd44a23ad22a57a252115804c9e21caa7aa33adf

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.

source=pdf_text observed=2026-08-07T23:44:10.811457Z digest=sha256:7afa5bb019599913538c55d5048037275607f06eded2632af14b89b0c678a46b

Observation a20c3aac-93e0-4968-9911-9522a5b7ebc0 · inbound

Let Me Grok for You: Accelerating Grokking via Embedding Transfer from a Weaker Model cites this paper.

Let Me Grok for You: Accelerating Grokking via Embedding Transfer from a Weaker Model Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-16T12:18:38.548622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:18:38.548622Z digest=sha256:38e194f9f3efce46d26f6be7a004fb564b24ada2ab71fb735e223156dcd7dba3

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.

source=pdf_text observed=2026-08-07T14:40:56.283173Z digest=sha256:2f985221fb8a73ce898eaf823348e6a5f1c5daa94c7e8c69cee9cfaaf5c18497

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.

source=pdf_text observed=2026-08-07T00:41:53.841817Z digest=sha256:9c80e71171f900b924ded7316bc3e50eab2196d867cb8d74638dabf9c9991b4b

Observation ba3c0300-cc9f-4289-a1fa-f9bae75f818b · inbound

In-Context Learning Strategies Emerge Rationally cites this paper.

In-Context Learning Strategies Emerge Rationally Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-15T19:07:53.657649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:07:53.657649Z digest=sha256:1ac85f485000e9bcc867cd5aabece061a94b44b8f92f2e71d80e2707bd1288e4

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-05-08T17:47:09.591001Z digest=sha256:ec8b566ff9e24ac069b73836b47a357468a03aac7b8489aa26cc5cfb2159cf79

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-05-12T03:55:28.036044Z digest=sha256:0ec6ceb9069788c89c9cd66ef79705f27ef8c964321ab19f95b44b9edc15b2f7

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 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-05-13T05:17:34.283917Z digest=sha256:6e9e908ae936d4ae97d1d53e2912b6109e8e4db2f71f294983411d03e07f9f36