Paper Citation Record · LEDGER

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly

As of 18 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2506.19351.

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

pith.paper-citation-record.v1
2506.19351 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:42:34.538359Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

38 of 38 outbound references displayed

verified exact0
verified fuzzy12
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a49e65cb-7aa8-47c2-ba81-2e3c4a944d78 · outbound

This paper cites an unresolved cited work.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:42:35.086450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6bf17f56-6288-4c3d-aff5-d7842ec0d82e · outbound

This paper cites an unresolved cited work.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:42:35.072234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c411fc59-9cbb-4eab-b755-14b8a37878d2 · outbound

This paper cites an unresolved cited work.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:42:35.057999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dcae29b9-9968-4889-82fe-0d01c54f5aa7 · outbound

This paper cites an unresolved cited work.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:42:35.043807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 69ed77f9-f5b9-40f2-903b-0fecfeab05ea · outbound

This paper cites an unresolved cited work.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T18:42:34.388847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6aa89b71-f8be-452f-bfd6-114e85eadba0 · outbound

This paper cites T., Liang, T., and Zhou, H.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly T., Liang, T., and Zhou, H

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:42:35.020550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e01a72ce-ca93-483f-a602-cb466563486d · outbound

This paper cites an unresolved cited work.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:42:35.005084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c117fd65-74b6-406a-a2eb-8d53f36712be · outbound

This paper cites Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T18:42:34.402956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1f53db3-7778-446d-b50a-dd208a72a2e3 · outbound

This paper cites an unresolved cited work.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:42:34.991410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 70ce7661-a165-48fe-b9cc-8811848c6ba0 · outbound

This paper cites and Talata, Z.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly and Talata, Z

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:42:34.977737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b5d11fc6-159d-41b0-a78e-7534e702b085 · outbound

This paper cites an unresolved cited work.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:42:34.963038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 593a453d-9995-4e37-a529-1b3f422bb770 · outbound

This paper cites L., Malach, E., and Goel, S.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly L., Malach, E., and Goel, S

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:42:34.948784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 65bde670-7d6e-4a7a-838d-cab65575b97c · outbound

This paper cites an unresolved cited work.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T18:42:34.425359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2df225ac-a9db-4dbe-b692-f20c83086662 · outbound

This paper cites an unresolved cited work.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:42:34.924732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 278bd3cd-d297-48e2-ad57-fc79459fb7fa · outbound

This paper cites an unresolved cited work.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:42:34.911133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f4160666-85f6-4c05-b6c8-ada275bbf35e · outbound

This paper cites an unresolved cited work.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:42:34.896155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2c7e4204-917c-44b7-9f65-0977845beef8 · outbound

This paper cites and van der Vaart, A.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly and van der Vaart, A

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:42:34.880527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7d54d950-90e5-44a6-be8e-36d800d67df9 · outbound

This paper cites an unresolved cited work.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:42:34.866570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1ad2e642-03fc-4102-98b3-9229a0665856 · outbound

This paper cites E., Papailiopoulos, D., and Oymak, S.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly E., Papailiopoulos, D., and Oymak, S

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:42:34.851734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 49ed22d0-ceb3-4495-9dc3-c28b896822cd · outbound

This paper cites S., and Oymak, S.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly S., and Oymak, S

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:42:34.837293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7b47a451-feb9-4a4a-bd32-08dc8fa2423b · outbound

This paper cites and Lee, K.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly and Lee, K

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:42:34.822842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d947fe14-ba58-48f5-83a7-7d62a2e8ebd9 · outbound

This paper cites and Hutter, F.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly and Hutter, F

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T18:42:34.464645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e554438-3072-4e67-bdff-e3279935be10 · outbound

This paper cites M., Letey, M.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly M., Letey, M

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:42:34.799502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7571fe91-7dea-46a3-beb1-ce4633b68671 · outbound

This paper cites an unresolved cited work.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:42:34.784973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 99213968-db18-4bd1-8088-5738be32f74d · outbound

This paper cites an unresolved cited work.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:42:34.769281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 48173b56-00a7-432e-bbfd-7687cd83b773 · outbound

This paper cites an unresolved cited work.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:42:34.754907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7c719d66-d5ff-4394-af91-64834b1009a4 · outbound

This paper cites F., Lubana, E.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly F., Lubana, E

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:42:34.740955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7a44b074-8f42-4702-aba3-550c7dc5fa0f · outbound

This paper cites V., Ramchandran, K., and Gastpar, M.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly V., Ramchandran, K., and Gastpar, M

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:42:34.726422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5a3d003d-29b3-4f70-afa0-5b4c14976b18 · outbound

This paper cites an unresolved cited work.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:42:34.711866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 97b974d2-17e2-4203-9e9d-8e756cbf67b5 · outbound

This paper cites an unresolved cited work.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T18:42:34.504070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a58dcd2-8f83-4ea3-a2c8-9e9d3f0984ed · outbound

This paper cites Transformers learn in-context by gradient descent.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Transformers learn in-context by gradient descent

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T18:42:34.508285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d049b2a0-8b81-42af-b2a4-14e645367775 · outbound

This paper cites an unresolved cited work.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:42:34.689517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8adf66a9-ddf8-4204-8732-aeff89ba4187 · outbound

This paper cites M., Raghunathan, A., Liang, P., and Ma, T.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly M., Raghunathan, A., Liang, P., and Ma, T

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T18:42:34.516941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a51b94b1-547b-4c3e-8cb7-2460fc47fcca · outbound

This paper cites G., Oymak, S., Lee, K., and Papailiopoulos, D.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly G., Oymak, S., Lee, K., and Papailiopoulos, D

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:42:34.664090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e5069f0a-6043-4fe8-b47a-ff0c5234b68c · outbound

This paper cites an unresolved cited work.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:42:34.650001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5df07b9c-dfbe-4a9b-a247-d3ef86f7f9e2 · outbound

This paper cites an unresolved cited work.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:42:34.635548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 40090d57-6d0b-493d-adb2-c65766fcb8bb · outbound

This paper cites K., Latham, P.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly K., Latham, P

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:42:34.621004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a1a5fa8a-d62a-4cc1-b206-14b3cfdcb29e · outbound

This paper cites an unresolved cited work.

In-Context Occam's Razor: How Transformers Prefer Simpler Hypotheses on the Fly Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:42:34.605843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.