Paper Citation Record · LEDGER

Induction Heads Interpolate N-Grams

As of 17 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2607.02800.

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

pith.paper-citation-record.v1
2607.02800 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T06:58:39.213932Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

21 of 21 outbound references displayed

verified exact0
verified fuzzy0
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6bdad98f-ecf7-4490-9bbd-2b9b10b22886 · outbound

This paper cites Language models are few-shot learners.Advances in neural information processing systems, 33:1877–1901,.

Induction Heads Interpolate N-Grams Language models are few-shot learners.Advances in neural information processing systems, 33:1877–1901,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T06:58:39.213932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3a5e315-f637-425e-85db-ca17a33ee301 · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.

Induction Heads Interpolate N-Grams Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-12T06:58:39.213932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7650e48-c1bb-4490-86f4-2251a3cc24d3 · outbound

This paper cites Dan Friedman, Alexander Wettig, and Danqi Chen.

Induction Heads Interpolate N-Grams Dan Friedman, Alexander Wettig, and Danqi Chen

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T06:58:39.213932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 022362b2-34c8-4e57-be09-271cedc0d6d2 · outbound

This paper cites Reddi, Stefanie Jegelka, and Sanjiv Kumar.

Induction Heads Interpolate N-Grams Reddi, Stefanie Jegelka, and Sanjiv Kumar

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T06:58:39.213932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 709809cd-b0b9-471b-b3fe-29dd830d245c · outbound

This paper cites On Limitation of Transformer for Learning HMMs.

Induction Heads Interpolate N-Grams On Limitation of Transformer for Learning HMMs

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T06:58:39.213932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ef3e0cb-c628-494e-88dd-77782357057c · outbound

This paper cites Jiacheng Liu, Sewon Min, Luke Zettlemoyer, Yejin Choi, and Hannaneh Hajishirzi.

Induction Heads Interpolate N-Grams Jiacheng Liu, Sewon Min, Luke Zettlemoyer, Yejin Choi, and Hannaneh Hajishirzi

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T06:58:39.213932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6d5b465-2f72-476d-980c-01849653f47b · outbound

This paper cites Attention with Markov: A Framework for Principled Analysis of Transformers via Markov Chains.

Induction Heads Interpolate N-Grams Attention with Markov: A Framework for Principled Analysis of Transformers via Markov Chains

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T06:58:39.213932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd58a7c4-a774-4b71-9a44-0d8389b5261f · outbound

This paper cites an unresolved cited work.

Induction Heads Interpolate N-Grams Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T06:58:39.213932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5674627-2cd9-4f5e-acae-692d89eebc31 · outbound

This paper cites Timothy Nguyen.

Induction Heads Interpolate N-Grams Timothy Nguyen

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T06:58:39.213932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cb62c1e-2f97-4e30-9820-fda9b7cc765a · outbound

This paper cites Eshaan Nichani, Alex Damian, and Jason D.

Induction Heads Interpolate N-Grams Eshaan Nichani, Alex Damian, and Jason D

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-12T06:58:39.213932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3af159c-bae7-492d-a833-c4d66a254a12 · outbound

This paper cites Transformers on markov data: Constant depth suffices.

Induction Heads Interpolate N-Grams Transformers on markov data: Constant depth suffices

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T06:58:39.213932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a20b7f04-b442-4787-82a8-96b56edc44b7 · outbound

This paper cites Allan Raventos, Mansheej Paul, Feng Chen, and Surya Ganguli.

Induction Heads Interpolate N-Grams Allan Raventos, Mansheej Paul, Feng Chen, and Surya Ganguli

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T06:58:39.213932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 989857cf-2cb2-4614-b18b-4c0cf7187047 · outbound

This paper cites Anej Svete and Ryan Cotterell.

Induction Heads Interpolate N-Grams Anej Svete and Ryan Cotterell

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-12T06:58:39.213932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4d07411-6233-46c9-bec2-30e648e3ee2c · outbound

This paper cites URL https://doi.org/10.18653/v1/2024.naacl-long.381.

Induction Heads Interpolate N-Grams URL https://doi.org/10.18653/v1/2024.naacl-long.381

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-12T06:58:39.213932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18d52398-c2af-4d83-a126-10ba7f2d07c4 · outbound

This paper cites Uncovering mesa-optimization algorithms in Transformers.

Induction Heads Interpolate N-Grams Uncovering mesa-optimization algorithms in Transformers

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-12T06:58:39.213932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 167051eb-a671-4f62-a48c-d609bf3d034e · outbound

This paper cites Pretraining Data Mixtures Enable Narrow Model Selection Capabilities in Transformer Models.

Induction Heads Interpolate N-Grams Pretraining Data Mixtures Enable Narrow Model Selection Capabilities in Transformer Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-12T06:58:39.213932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1964cd7-1de4-4d5d-bab9-74e140939ea4 · outbound

This paper cites Generalization bounds for autoregressive processes and in-context learning.

Induction Heads Interpolate N-Grams Generalization bounds for autoregressive processes and in-context learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-12T06:58:39.213932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25410655-1671-47d2-a759-c83d10faaefb · outbound

This paper cites an unresolved cited work.

Induction Heads Interpolate N-Grams Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-12T06:58:39.213932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71e67511-08bf-48b1-aaea-964d856d08af · outbound

This paper cites an unresolved cited work.

Induction Heads Interpolate N-Grams Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-12T06:58:39.213932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8ac35d9-6bff-4a81-8841-39f2d98f9bfa · outbound

This paper cites an unresolved cited work.

Induction Heads Interpolate N-Grams Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-12T06:58:39.213932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 108c66b2-0508-42f2-94a4-21d4d1711272 · outbound

This paper cites an unresolved cited work.

Induction Heads Interpolate N-Grams Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-12T06:58:39.213932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.