Paper Citation Record · LEDGER

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning

As of 7 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 1 inbound Pith citation observation for arXiv:2505.24768.

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

pith.paper-citation-record.v1
2505.24768 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:18:41.264812Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-07T10:05:31.211127Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T09:36:27.709505Z

Reference resolution

59 of 59 outbound references displayed

verified exact0
verified fuzzy20
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 955e7c36-1f92-434c-b016-3492a0a3b8f5 · outbound

This paper cites Abusamra.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Abusamra

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:51.192083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 717ce4d7-b95c-43bd-a5e4-0f062df5338f · outbound

This paper cites GPT-4 Technical Report.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning GPT-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:34.113359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8bc84c6-97f7-411c-9214-2e9475965232 · outbound

This paper cites Arora, Y.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Arora, Y

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:51.019565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f5945726-1847-4a80-b354-2e34692a2ce4 · outbound

This paper cites an unresolved cited work.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:50.860242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 551459cd-a9dc-4435-b4c4-6a126aeaf627 · outbound

This paper cites Brown, B.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Brown, B

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:34.419589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c846e394-5355-499e-9802-aadefe349fff · outbound

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

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:34.512980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 737f79c6-27f5-43e0-8df3-2bb219aa9dd0 · outbound

This paper cites Bukharin, S.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Bukharin, S

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:50.674414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 554c546f-1901-4c8e-a9e3-7f8222d36398 · outbound

This paper cites On the Diversity of Synthetic Data and its Impact on Training Large Language Models.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning On the Diversity of Synthetic Data and its Impact on Training Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:34.656149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06de077b-a1dd-4497-9fa4-ebe572e04f41 · outbound

This paper cites Conover, M.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Conover, M

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:34.756335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d13f6ae-b164-49f1-add5-9f7478dc0d63 · outbound

This paper cites Dettmers, A.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Dettmers, A

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:50.456617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation aa72cacd-b7dd-45aa-aa25-611cbe73cc14 · outbound

This paper cites Devlin, M.-W.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Devlin, M.-W

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:50.154427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 710484db-8632-42f5-8d21-7c052288458a · outbound

This paper cites MoDS: Model-oriented Data Selection for Instruction Tuning.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning MoDS: Model-oriented Data Selection for Instruction Tuning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:35.076667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9fabff6-de4d-4af1-beaa-399baeee24a5 · outbound

This paper cites The Llama 3 Herd of Models.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning The Llama 3 Herd of Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:35.201938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60effee0-1ce6-4d18-bbf5-10eacd063fa9 · outbound

This paper cites Ester, H.-P.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Ester, H.-P

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:49.994603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 080b08cf-a195-4481-865f-e4d11a981fd5 · outbound

This paper cites Scaling Synthetic Data Creation with 1,000,000,000 Personas.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Scaling Synthetic Data Creation with 1,000,000,000 Personas

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:35.482012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e5443b1-dead-4a1e-988e-e9bdb97244e9 · outbound

This paper cites an unresolved cited work.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:49.850917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation be3f877c-a946-435b-84e6-2224f489edac · outbound

This paper cites BERTopic: Neural topic modeling with a class-based TF-IDF procedure.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning BERTopic: Neural topic modeling with a class-based TF-IDF procedure

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:35.800342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7996592b-5a05-4399-9716-6fbd8d183a04 · outbound

This paper cites Hendrycks, C.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Hendrycks, C

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:49.627835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ad6252ba-edf8-4ef7-bb8a-daeb38ef0755 · outbound

This paper cites an unresolved cited work.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:49.439901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ca96da29-fcef-4402-92b2-77947166f424 · outbound

This paper cites Scaling Laws for Neural Language Models.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Scaling Laws for Neural Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:36.169502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d6a9142-d21c-4809-ad2d-40f6d0786b82 · outbound

This paper cites Land and M.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Land and M

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:49.164629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a06dec65-040f-405c-b28c-1684acf703e1 · outbound

This paper cites an unresolved cited work.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:48.966854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7abcd1b7-659a-40d8-a6c8-ee4a52fcda08 · outbound

This paper cites From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:36.565098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4452475-b262-4556-afe4-20cd8f055f1d · outbound

This paper cites an unresolved cited work.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:48.796672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ba91417e-8fd3-4316-b1c0-49f97c5cfdc5 · outbound

This paper cites an unresolved cited work.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:48.613355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f47b8f2a-da25-4b55-a873-f5e3fbc9c293 · outbound

This paper cites an unresolved cited work.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:48.430581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 634648bb-e76a-48fa-b471-89b76272a90f · outbound

This paper cites an unresolved cited work.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:48.100495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 72b4bc12-a1c6-40c5-95a1-42a3ab23baf1 · outbound

This paper cites an unresolved cited work.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:47.864115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a0acb435-2cfd-456a-a10e-1cec52faee56 · outbound

This paper cites an unresolved cited work.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:47.651649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 534e35b9-5480-4e5f-8889-627309e79337 · outbound

This paper cites an unresolved cited work.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:47.399593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 823e59dd-5d86-45e6-b463-3e8f7e42f74c · outbound

This paper cites Madsen, N.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Madsen, N

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:47.096845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a84192bb-e9d0-4578-9dce-be2cfa803a73 · outbound

This paper cites McInnes, J.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning McInnes, J

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:46.838817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation beb33b9f-c489-4ccf-bd0f-2e0a93c75d6c · outbound

This paper cites McInnes, J.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning McInnes, J

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:37.980820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5c0fcc7-ff05-4a0e-9cda-deab31ffa940 · outbound

This paper cites Mikolov, I.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Mikolov, I

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:46.580853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 07056bf5-431e-4eaa-87bf-b8785428d642 · outbound

This paper cites Ouyang, J.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Ouyang, J

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:46.252330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fd688051-1303-4683-8999-7b79873e5281 · outbound

This paper cites Padmakumar and H.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Padmakumar and H

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:45.942175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1db9efa1-332a-4989-b442-4a13a1101edc · outbound

This paper cites Shaib, J.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Shaib, J

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:38.465739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3497c890-2ac6-4274-b492-64fe1255d435 · outbound

This paper cites an unresolved cited work.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:45.668676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 106218ef-91bc-425e-93ee-813da3a1fdbc · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:38.774435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d483f112-799c-4a99-a9f6-ac75ee7edfd1 · outbound

This paper cites Vaswani, N.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Vaswani, N

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:45.437292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1754211a-5a7a-4b60-9ec2-197ae4a9fcae · outbound

This paper cites Diversity Measurement and Subset Selection for Instruction Tuning Datasets.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Diversity Measurement and Subset Selection for Instruction Tuning Datasets

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:38.961826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffcba2e2-e2d3-4bae-8d67-0d2a4c9f3f62 · outbound

This paper cites an unresolved cited work.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:45.113485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 42666668-3a53-487f-97a0-02efe5af086b · outbound

This paper cites HelpSteer2-Preference: Complementing Ratings with Preferences.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning HelpSteer2-Preference: Complementing Ratings with Preferences

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:39.220697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82776c4b-0e63-4f41-a97c-be8e174dee1e · outbound

This paper cites an unresolved cited work.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:44.863180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eebeced9-6c32-4984-a22a-b7e7dcdb9346 · outbound

This paper cites White, S.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning White, S

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:44.540924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c2391c85-a538-4fc1-9d09-794d533bb8e4 · outbound

This paper cites an unresolved cited work.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:44.254301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 29db87e5-708c-497e-b70f-d39cd8849ac3 · outbound

This paper cites Qwen2.5 Technical Report.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Qwen2.5 Technical Report

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:39.764845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d40d78b2-934f-4b42-b491-87a1fd17bd57 · outbound

This paper cites Zhang, S.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Zhang, S

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:44.025611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dabb8945-a7a8-45b2-b9ab-a40e295dbdf2 · outbound

This paper cites an unresolved cited work.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:43.796761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0532fc73-02b4-4ea6-9d68-b87d946a76f3 · outbound

This paper cites an unresolved cited work.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:43.555753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a4e0a418-08c7-4b63-88ec-4280baa1e1db · outbound

This paper cites Zheng, R.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Zheng, R

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:43.267479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 58a3e2d1-c745-4420-897c-50b415c90178 · outbound

This paper cites Zhong, L.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Zhong, L

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:42.996020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation da7f78fc-11fc-443f-920b-ab369b102c8f · outbound

This paper cites an unresolved cited work.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:42.735529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation aeeb8243-7b0b-40f7-8557-9443b7fc360e · outbound

This paper cites important tokens.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning important tokens

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:42.401530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 13cfecf6-16af-404a-a6f1-a4eab20edecb · outbound

This paper cites an unresolved cited work.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:40.726509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72983e3a-96ed-4085-94ef-69e07dc82984 · outbound

This paper cites an unresolved cited work.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:40.837519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cfeac98-459f-4bcf-9cde-244c57e9b178 · outbound

This paper cites an unresolved cited work.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:40.965271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba3d3b17-164b-498e-98b2-0a9e0830c276 · outbound

This paper cites an unresolved cited work.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:41.124019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44889bba-3a7e-4a1d-bab2-7fec148fe107 · outbound

This paper cites Spelling and Grammar Check.

From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning Spelling and Grammar Check

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:42.062444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation 28b993e3-6aa7-4e55-8b6b-1b90158b002c · inbound

Exploring the Limits of Pruning: Task-Specific Neurons, Model Collapse, and Recovery in Task-Specific Large Language Models cites this paper.

Exploring the Limits of Pruning: Task-Specific Neurons, Model Collapse, and Recovery in Task-Specific Large Language Models From Macro to Micro: Probing Dataset Diversity in Language Model Fine-Tuning

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:36:27.711589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.