Paper Citation Record · LEDGER

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks

As of 14 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2502.02199.

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

pith.paper-citation-record.v1
2502.02199 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T13:02:53.268609Z

measured 43 of 43 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

43 of 43 outbound references displayed

verified exact12
verified fuzzy1
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d4715d8d-fc3f-4627-94a9-c58ef1745fbc · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 1

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T13:02:55.010803Z

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 f370d184-efb6-4b57-ab42-15a6fd6a4d24 · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-09T13:02:55.091676Z

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 0e059a1d-9bd1-4440-b642-c9d544812c23 · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 3

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T13:02:54.837905Z

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 e471a90d-4957-47f0-9ddd-00872079e300 · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.113410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 801e1e14-6cfa-4c15-8837-ade8c9730517 · outbound

This paper cites Efficient Prompting Methods for Large Language Models: A Survey.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Efficient Prompting Methods for Large Language Models: A Survey

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.117215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d53b456-d33a-42cb-be3b-6d476ffa40fb · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.121042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db764874-9ff8-420f-9aa9-5ce499332f03 · outbound

This paper cites Forecasting Credit Ratings: A Case Study where Traditional Methods Outperform Generative LLMs.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Forecasting Credit Ratings: A Case Study where Traditional Methods Outperform Generative LLMs

Reference 7

Resolution: metadata mismatch; local_arxiv, observed 2026-08-09T13:02:54.673813Z

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 86a01086-f715-4acd-b283-bd2fe57b5c53 · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 8

Resolution: verified exact; doi, observed 2026-08-09T13:02:53.464124Z

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 6a1d7701-6358-49fc-a661-b2460339fcc3 · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.132319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 808a4ad2-9abf-4dff-acb0-3e775aca2b06 · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-09T13:02:55.082645Z

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 5b2b1c7a-5541-49b7-a358-d53bce086482 · outbound

This paper cites González-Castaño, and Enrique Costa-Montenegro.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks González-Castaño, and Enrique Costa-Montenegro

Reference 11

Resolution: verified exact; doi, observed 2026-08-09T13:02:53.437206Z

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 28d3c987-4ee5-4651-90b6-fca2e95b9577 · outbound

This paper cites The Llama 3 Herd of Models.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks The Llama 3 Herd of Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.142471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fc0acfb-5fe1-4469-8a0d-261a6916a64f · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.146359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8130cc7-3816-4da9-a9f6-6a0406ac299a · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 14

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T13:02:54.649416Z

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 a3487e08-6d15-4af5-b93e-2b03e994ad4b · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.153374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fd62a4b-8f3c-4267-a3a8-67a08f8f48c3 · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.156747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11a60c4d-1b4b-4181-9502-f95a9936930d · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.159891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e4b7e11-7d18-42bc-8c1e-f423e0ef3225 · outbound

This paper cites Scaling Laws for Neural Language Models.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Scaling Laws for Neural Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.162781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4baf684-cf31-4aea-bad5-a0721538b37c · outbound

This paper cites NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.166260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3457cca-8cee-4c76-b3be-492d9acd2ee3 · outbound

This paper cites Cohn, and Janet B.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Cohn, and Janet B

Reference 20

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T13:02:54.340478Z

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 0e8a439c-0da6-4f17-adfe-a8221e1489c0 · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.173736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a344154d-48da-4ef8-82d9-25b4b8ebd33f · outbound

This paper cites Ivanova, Idan A.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Ivanova, Idan A

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.177053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d5ddf4a-1dca-4656-a037-2853278c1a1d · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 23

Resolution: verified exact; doi, observed 2026-08-09T13:02:53.374497Z

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 62dcb022-4d85-4b3d-9dea-fa3d2d9a6249 · outbound

This paper cites From Amateurs to Connoisseurs: Modeling the Evolution of User Expertise through Online Reviews.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks From Amateurs to Connoisseurs: Modeling the Evolution of User Expertise through Online Reviews

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-09T13:02:54.179200Z

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 aa08db51-a677-4da9-86c9-cbe9128a792f · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.187019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36af0bd8-29c2-4c9d-847f-ae8ee590c578 · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.190347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ef40a0e-66d5-404f-9190-93ba00624e2c · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.193792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 823162ff-cfec-41b2-b5fc-37dc0857326c · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-09T13:02:55.073322Z

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 1e52d4e3-7be2-40bf-9f46-d48f60c32ed6 · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.200548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 879ee342-fd2b-421d-b536-189f9ce921cf · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 30

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T13:02:54.155791Z

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 dfe4db32-f725-43fa-adaf-415ad0b2492a · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 31

Resolution: verified exact; doi, observed 2026-08-09T13:02:53.325779Z

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 6650da47-5886-40a7-bd34-b6631f2dbea6 · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-09T13:02:55.064003Z

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 685ab6be-fef2-406e-bf44-9c87fe13780c · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.213148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b185208f-c087-4356-bf5e-aab515705032 · outbound

This paper cites Understanding LLM Embeddings for Regression.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Understanding LLM Embeddings for Regression

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.216311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdbbef29-d75e-444a-93e3-fd99d4e05249 · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.219756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12a2310a-c11d-4d2d-bcc3-1e710814808a · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 36

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T13:02:53.864223Z

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 5bf70e6a-ad07-4030-b716-1f88553a528a · outbound

This paper cites Tjong Kim Sang and Fien De Meulder.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Tjong Kim Sang and Fien De Meulder

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T13:02:55.054278Z

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 2792ec6c-4275-429e-9531-b83955e28de0 · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.234092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 659b0d7e-d487-457c-bf9f-345f51cccef6 · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 39

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T13:02:53.689858Z

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 bba383f4-1428-439e-b704-11f9778c9b23 · outbound

This paper cites To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.245973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c092d89a-9023-4255-8458-91704ae1b2cf · outbound

This paper cites an unresolved cited work.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-09T13:02:55.039144Z

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 ce01888f-cda5-4144-bb4e-2b4da157a9ab · outbound

This paper cites online" 'onlinestring :=.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks online" 'onlinestring :=

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.261087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b67c10b-4ff8-440d-a7f8-56f410c174b5 · outbound

This paper cites write newline.

When Dimensionality Hurts: The Role of LLM Embedding Compression for Noisy Regression Tasks write newline

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-09T13:02:53.268609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.