Paper Citation Record · LEDGER

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction

As of 9 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2605.29000.

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

pith.paper-citation-record.v1
2605.29000 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T12:43:27.836760Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

34 of 34 outbound references displayed

verified exact5
verified fuzzy0
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fddc30f0-fdbc-48f3-ad45-8cba179ab3e7 · outbound

This paper cites The Llama 3 Herd of Models.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction The Llama 3 Herd of Models

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T12:53:27.068775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 72617067-a79d-46ce-8ef1-612a5b077663 · outbound

This paper cites InProceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pages 6342–6353.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction InProceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pages 6342–6353

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d08f329-6ecb-40cf-b030-129f14ab27ed · outbound

This paper cites InAdvances in Neural Information Processing Systems.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction InAdvances in Neural Information Processing Systems

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22e86138-bf33-4ff3-aaf5-b8291aee1d95 · outbound

This paper cites InProceedings of the 2015 Conference on Empirical Methods in Natural Lan- guage Processing, pages 379–389.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction InProceedings of the 2015 Conference on Empirical Methods in Natural Lan- guage Processing, pages 379–389

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0ab877f-c5f1-40a9-8e0d-6fa90ba8284e · outbound

This paper cites In2025 IEEE Symposium on Computers and Communications (ISCC), pages 1–6.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction In2025 IEEE Symposium on Computers and Communications (ISCC), pages 1–6

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cf5b3b2-a788-4d13-9164-be0ef77f0534 · outbound

This paper cites LLMZip: Lossless Text Compression using Large Language Models.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction LLMZip: Lossless Text Compression using Large Language Models

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T12:53:27.066392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6c749fcd-6c68-4eb6-9211-012f68a59976 · outbound

This paper cites WF-3class and WF-Opt remain strong zero- shot baselines on Wikipedia without any domain-specific recalibration, especially once compression becomes aggressive.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction WF-3class and WF-Opt remain strong zero- shot baselines on Wikipedia without any domain-specific recalibration, especially once compression becomes aggressive

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3278e9fe-a6c9-4917-83d0-53ef73d2fefc · outbound

This paper cites an unresolved cited work.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82a17677-9707-40cb-9fc0-45376862cec1 · outbound

This paper cites an unresolved cited work.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 818d2a39-27ad-4161-8bdc-9c70c59c384a · outbound

This paper cites Llama SFT improves clearly over Llama base and also beats the zero-shot decoder through- out the table, but the margin is smaller than on the main BBC News benchmark.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Llama SFT improves clearly over Llama base and also beats the zero-shot decoder through- out the table, but the margin is smaller than on the main BBC News benchmark

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8c4acb5-f2ba-4398-828f-d87901b8346e · outbound

This paper cites an unresolved cited work.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73743c6e-fb4f-437f-9d01-6caea6e79fd5 · outbound

This paper cites Many methods cluster near the top of the table at rkeep = 0.9 , reflecting the shorter, more repetitive structure of conversational text.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Many methods cluster near the top of the table at rkeep = 0.9 , reflecting the shorter, more repetitive structure of conversational text

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3310326-b29f-491a-9174-05e4fa882e84 · outbound

This paper cites an unresolved cited work.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35719d5e-4f5c-4b0a-9425-c8933340fdd5 · outbound

This paper cites Entropy and Hybrid rows use GPT-2 surprisal (same pipeline as BBC News experiments).

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Entropy and Hybrid rows use GPT-2 surprisal (same pipeline as BBC News experiments)

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:53:27.061508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 56c107cc-c214-4504-b215-c1d1607dffce · outbound

This paper cites an unresolved cited work.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40ee1d94-3dfe-40dd-a3a9-31f6931bc530 · outbound

This paper cites an unresolved cited work.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abbd232a-a5ba-4c0c-ae18-93802a32a3c4 · outbound

This paper cites Opt (w/ polish).

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Opt (w/ polish)

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:53:27.063767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4bb58d63-9c65-46b2-baab-6e92d735a811 · outbound

This paper cites Opt (w/o polish).

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Opt (w/o polish)

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:53:27.056689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 00f27ad7-9a93-4003-8b55-159ab95374ce · outbound

This paper cites Word Frequency is strongest at rkeep = 0.7 and 0.5, so the main English pattern largely carries over here.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Word Frequency is strongest at rkeep = 0.7 and 0.5, so the main English pattern largely carries over here

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5fd426b-8310-4296-a889-c1158d5c8d79 · outbound

This paper cites an unresolved cited work.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a620abae-4fc9-44a7-9e4e-02606a4e5557 · outbound

This paper cites an unresolved cited work.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c79a907d-4f93-49f0-a506-15bc9e4764af · outbound

This paper cites Chinese Wikipedia We additionally evaluate on Chinese Wikipedia articles to assess whether the same trends hold be- yond formal news text.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Chinese Wikipedia We additionally evaluate on Chinese Wikipedia articles to assess whether the same trends hold be- yond formal news text

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4098542-7e04-459e-b3f6-61eab3ecb471 · outbound

This paper cites an unresolved cited work.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9d2f605-aa20-4e0f-a53a-8889f01af0db · outbound

This paper cites an unresolved cited work.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e86c559-2baa-41f0-9fab-9262e8c58020 · outbound

This paper cites an unresolved cited work.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e84ef0b7-e985-4271-a4ca-076bbcc34483 · outbound

This paper cites an unresolved cited work.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 765e149d-6962-4eb3-b17a-4bd874a21187 · outbound

This paper cites an unresolved cited work.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Unresolved cited work

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:53:27.054408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d5cfd1b9-e105-49af-9f19-54a85f457648 · outbound

This paper cites an unresolved cited work.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25722157-2177-48df-959a-ae10cc91d05d · outbound

This paper cites an unresolved cited work.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa35d342-589a-43c6-bfa6-761d64054b91 · outbound

This paper cites an unresolved cited work.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3dd3ca2-0801-4205-b7dc-4df73bcd1304 · outbound

This paper cites an unresolved cited work.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5030267e-6fc1-44cd-951a-ed868c9e1856 · outbound

This paper cites Opt (w/ polish).

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Opt (w/ polish)

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:53:27.059042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 83e5a2af-3aff-4246-98ab-36685c6bdab9 · outbound

This paper cites Our work is com- plementary: we target thelossyregime where full recovery is not required and the goal is maximizing a semantic fidelity metric at a given compression rate.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction Our work is com- plementary: we target thelossyregime where full recovery is not required and the goal is maximizing a semantic fidelity metric at a given compression rate

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd6d3143-c681-479d-856c-36019f2c2fc6 · outbound

This paper cites The DeepSC system (Xie et al., 2021) trains a joint source-channel encoder for English sentences, achieving near-lossless se- mantic recovery even at low SNR.

Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction The DeepSC system (Xie et al., 2021) trains a joint source-channel encoder for English sentences, achieving near-lossless se- mantic recovery even at low SNR

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-29T12:43:27.836760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.