Paper Citation Record · LEDGER

Measuring Task-Agnostic Training Data Influence Across Language Model Pretraining

As of 14 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2608.13515.

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

pith.paper-citation-record.v1
2608.13515 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T05:20:28.737198Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

19 of 19 outbound references displayed

verified exact0
verified fuzzy8
unresolved10
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cb8a18f1-432a-409a-b1a4-6f3869eafcdd · outbound

This paper cites Towards tracing knowledge in language models back to the training data.

Measuring Task-Agnostic Training Data Influence Across Language Model Pretraining Towards tracing knowledge in language models back to the training data

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:20:29.147563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6d0b2c6f-a56e-4984-9758-300680aca8e1 · outbound

This paper cites EuroLLM: Multilingual Language Models for Europe.

Measuring Task-Agnostic Training Data Influence Across Language Model Pretraining EuroLLM: Multilingual Language Models for Europe

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-14T05:20:28.694299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d218f962-31f0-4602-871d-c2376e182341 · outbound

This paper cites URLhttps://arxiv.org/abs/2502.11411.

Measuring Task-Agnostic Training Data Influence Across Language Model Pretraining URLhttps://arxiv.org/abs/2502.11411

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-14T05:20:28.698559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa9d9395-6e8c-494e-b3e4-4986ced792a9 · outbound

This paper cites Oskar van der Wal, Pietro Lesci, Max M¨uller-Eberstein, Naomi Saphra, Hailey Schoelkopf, Willem Zuidema, and Stella Biderman.

Measuring Task-Agnostic Training Data Influence Across Language Model Pretraining Oskar van der Wal, Pietro Lesci, Max M¨uller-Eberstein, Naomi Saphra, Hailey Schoelkopf, Willem Zuidema, and Stella Biderman

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:20:29.095785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8d856abe-b6e7-47be-8115-05c62a9ea4ef · outbound

This paper cites doi: 10.1109/TPAMI.2021.3069908.

Measuring Task-Agnostic Training Data Influence Across Language Model Pretraining doi: 10.1109/TPAMI.2021.3069908

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-14T05:20:28.707297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c578e055-de09-4170-9685-ec8240171b38 · outbound

This paper cites " href="../../../demos/logger-strategy/.

Measuring Task-Agnostic Training Data Influence Across Language Model Pretraining " href="../../../demos/logger-strategy/

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:20:29.082250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 258acba8-215b-4d4f-93d0-5d35a484308e · outbound

This paper cites an unresolved cited work.

Measuring Task-Agnostic Training Data Influence Across Language Model Pretraining Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:20:29.068566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ca37c418-b7f5-420c-b82d-ddd73a4782a4 · outbound

This paper cites an unresolved cited work.

Measuring Task-Agnostic Training Data Influence Across Language Model Pretraining Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:20:29.053692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fc5bf851-4661-47a5-8239-40495b457c12 · outbound

This paper cites This suggests that the observed domain-level contribution dynamics may be somewhat more sensitive to data ordering than to weight initialization.

Measuring Task-Agnostic Training Data Influence Across Language Model Pretraining This suggests that the observed domain-level contribution dynamics may be somewhat more sensitive to data ordering than to weight initialization

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:20:29.040395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c31447d2-8a5a-43f5-a03c-1826a049fccf · outbound

This paper cites Because our analysis uses only within-interval rankings, we omit this common factor.

Measuring Task-Agnostic Training Data Influence Across Language Model Pretraining Because our analysis uses only within-interval rankings, we omit this common factor

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:20:29.025487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3c01101b-9942-402e-a428-7f692fa76874 · outbound

This paper cites Each model size includes three runs with different weight initializations and data orderings.

Measuring Task-Agnostic Training Data Influence Across Language Model Pretraining Each model size includes three runs with different weight initializations and data orderings

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:20:29.011482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b4bc89d8-ab11-4a53-98b1-07397bfbcf95 · outbound

This paper cites an unresolved cited work.

Measuring Task-Agnostic Training Data Influence Across Language Model Pretraining Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:20:28.996538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation aaeafa3f-d093-4f83-9d69-6ba705f130f2 · outbound

This paper cites ISBN 9781605585161.

Measuring Task-Agnostic Training Data Influence Across Language Model Pretraining ISBN 9781605585161

Reference 2009

Resolution: unresolved; no resolver link, observed 2026-08-14T05:20:28.667170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc305538-20ed-446f-a9d7-e1c4f9facbb6 · outbound

This paper cites Dai Liu, Jindong Gu, Hu Cao, Carsten Trinitis, and Martin Schulz.

Measuring Task-Agnostic Training Data Influence Across Language Model Pretraining Dai Liu, Jindong Gu, Hu Cao, Carsten Trinitis, and Martin Schulz

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:20:29.109241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e5a72114-3e1b-4d26-b72d-af051fad4dcc · outbound

This paper cites The Pile: An 800GB Dataset of Diverse Text for Language Modeling.

Measuring Task-Agnostic Training Data Influence Across Language Model Pretraining The Pile: An 800GB Dataset of Diverse Text for Language Modeling

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-14T05:20:28.680296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8c20293-97c8-4e21-b1c4-02832031fd02 · outbound

This paper cites doi: 10.18653/v1/ 2022.findings-emnlp.180.

Measuring Task-Agnostic Training Data Influence Across Language Model Pretraining doi: 10.18653/v1/ 2022.findings-emnlp.180

Reference 2022

Resolution: malformed identifier; no resolver link, observed 2026-08-14T05:20:28.662687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78da8903-2e55-4ef1-9706-b55926bf4754 · outbound

This paper cites an unresolved cited work.

Measuring Task-Agnostic Training Data Influence Across Language Model Pretraining Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:20:29.134154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 57d97440-b48c-4802-a743-40fc3e5f0ed0 · outbound

This paper cites doi: 10.1007/ s10994-023-06495-7.

Measuring Task-Agnostic Training Data Influence Across Language Model Pretraining doi: 10.1007/ s10994-023-06495-7

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-14T05:20:28.684958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0d73867-dcbd-47d0-94bd-c41741f543b0 · outbound

This paper cites ISBN 978-9908-53-109-0.

Measuring Task-Agnostic Training Data Influence Across Language Model Pretraining ISBN 978-9908-53-109-0

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:20:29.121569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.