Paper Citation Record · LEDGER

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor

As of 4 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2605.28713.

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

pith.paper-citation-record.v1
2605.28713 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T12:10:13.843464Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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

46 of 46 outbound references displayed

verified exact20
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1db20c94-fd84-43e9-81a7-c24a285dfbef · outbound

This paper cites an unresolved cited work.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91953080-7b28-4514-94d9-c8ef5ace31cc · outbound

This paper cites Chirkova, T.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Chirkova, T

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9049ec78-2076-4871-a6af-88d210c1333d · outbound

This paper cites an unresolved cited work.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02da19c4-1998-4137-9021-c492079c7c48 · outbound

This paper cites Competitive Programming with Large Reasoning Models.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Competitive Programming with Large Reasoning Models

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:13:26.705538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 423dd3ba-8279-40f8-85c2-b033354ea95a · outbound

This paper cites No Mean Feat: Simple, Strong Baselines for Context Compression.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor No Mean Feat: Simple, Strong Baselines for Context Compression

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-06-29T12:13:26.753200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation fba120e6-9897-49d2-b321-b2f9e798defb · outbound

This paper cites Group-in-Group Policy Optimization for LLM Agent Training.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Group-in-Group Policy Optimization for LLM Agent Training

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-06-29T12:13:26.721111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 99c47771-40d3-4ab7-905e-7b691ffcba8a · outbound

This paper cites In-context Autoencoder for Context Compression in a Large Language Model.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor In-context Autoencoder for Context Compression in a Large Language Model

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:13:26.756930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f89211c4-03ff-4df4-8622-6b9a87b6e3fe · outbound

This paper cites Gemma 4 26b a4b model card.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Gemma 4 26b a4b model card

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1a79c61-746d-4a23-bb8d-4e50e1dce589 · outbound

This paper cites The Llama 3 Herd of Models.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor The Llama 3 Herd of Models

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-06-29T12:13:26.759343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 00cfbdad-33d2-4ee5-b726-c8bef27b0583 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-06-29T12:13:26.723550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1c54605d-53a5-4ecb-9519-fb10cef8948d · outbound

This paper cites an unresolved cited work.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21b45cbf-d6fa-42ba-9ad3-3a1e441127c2 · outbound

This paper cites Ho, A.-K.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Ho, A.-K

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7c64b33-44b0-48a1-96d1-4a745bd2645f · outbound

This paper cites an unresolved cited work.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 311700c6-e26c-46fc-a358-137af7afadfe · outbound

This paper cites Hwang, S.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Hwang, S

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ce97d37-955c-4089-93e2-f139cae1d783 · outbound

This paper cites Jiang, Q.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Jiang, Q

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb39dae7-0a0e-46a2-ab0b-5937e1ee884e · outbound

This paper cites Jiang and M.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Jiang and M

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a803319e-9ea9-4a4a-b81e-68979ec8da46 · outbound

This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-06-29T12:13:26.761601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 068f4b4c-a8f9-49f4-b0af-6b20fdb3f035 · outbound

This paper cites Kwiatkowski, J.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Kwiatkowski, J

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9af817ae-0a3c-46db-b996-4b43ad393504 · outbound

This paper cites an unresolved cited work.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd882a06-a762-4168-aca8-f6dab3bcb057 · outbound

This paper cites an unresolved cited work.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3c76877-8faa-457a-8ef3-eb81c0f25206 · outbound

This paper cites Long-context LLMs Struggle with Long In-context Learning.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Long-context LLMs Struggle with Long In-context Learning

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:13:26.708638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5e49cccb-303b-41c9-8e18-ac3ee2069241 · outbound

This paper cites an unresolved cited work.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3231253-5336-4191-a1d4-6488622d98f7 · outbound

This paper cites an unresolved cited work.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0145dcd9-c74d-4f9d-8ae1-022c71819790 · outbound

This paper cites Lossless data compression by large models.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Lossless data compression by large models

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:13:26.718537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 15a2d8f5-a521-4db0-8893-490a0a79c98b · outbound

This paper cites Lightman, V.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Lightman, V

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 163285fc-a68b-4c48-8893-9f7d424a3416 · outbound

This paper cites an unresolved cited work.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9365fcd-d61e-44d9-ae33-d823966be740 · outbound

This paper cites Maharana, D.-H.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Maharana, D.-H

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a259247f-48e5-428b-b934-36c2f4878898 · outbound

This paper cites an unresolved cited work.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b168b72e-aebd-4e02-b5c7-7d358eb29fd1 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-06-29T12:13:26.728906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c05a23d9-5646-4987-9ee8-b3faf8c7ab99 · outbound

This paper cites HybridFlow: A Flexible and Efficient RLHF Framework.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor HybridFlow: A Flexible and Efficient RLHF Framework

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-06-29T12:13:26.733613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c5a7ba97-a5dd-4cbe-bc5f-6f5f001ad75d · outbound

This paper cites Read as human: Compressing context via parallelizable close reading and skimming.CoRR, abs/2602.01840.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Read as human: Compressing context via parallelizable close reading and skimming.CoRR, abs/2602.01840

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:13:26.738610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 066ab31c-192d-4c57-9a6f-c40ef0e1c19c · outbound

This paper cites COMI: coarse-to-fine context compression via marginal information gain.CoRR, abs/2602.01719.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor COMI: coarse-to-fine context compression via marginal information gain.CoRR, abs/2602.01719

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:13:26.726139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 69f2ae60-c94e-4da5-bc90-10cf6b3b3e9b · outbound

This paper cites GMSA: enhancing context compression via group merging and layer semantic alignment.CoRR, abs/2505.12215.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor GMSA: enhancing context compression via group merging and layer semantic alignment.CoRR, abs/2505.12215

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:13:26.736221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 326a58af-59c0-40ce-82fe-cfbba128f1f1 · outbound

This paper cites an unresolved cited work.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 205a14d8-edd9-4b26-964f-a003923f3f6e · outbound

This paper cites Trivedi, N.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Trivedi, N

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a69bff6-4855-4cfd-a73f-58f1fb8db932 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-06-29T12:13:26.743264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 86ec1fe8-d57a-45ca-9204-564f5559befa · outbound

This paper cites an unresolved cited work.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0befc9b7-2d33-4b4d-8f9e-b64aa0feb07a · outbound

This paper cites an unresolved cited work.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6aa6eedb-6bb8-4886-acc0-f267c80f2b59 · outbound

This paper cites RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:13:26.715509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e95b65d4-5a1c-4066-a4bb-2d922211dec8 · outbound

This paper cites an unresolved cited work.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05bde340-be81-487b-8c61-5cff71f7b072 · outbound

This paper cites an unresolved cited work.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65a07545-ddb5-4e05-9409-336b610c9743 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor ReAct: Synergizing Reasoning and Acting in Language Models

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-06-29T12:13:26.702938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9d5787ac-e9a4-4e8e-beed-17e55d2d07dc · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-06-29T12:13:26.740995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1736eff6-7573-4532-8c88-9d810f02126a · outbound

This paper cites Long Context Compression with Activation Beacon.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Long Context Compression with Activation Beacon

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:13:26.711394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 41214f71-61d8-4bdc-b0b2-548220efa6f8 · outbound

This paper cites Group Sequence Policy Optimization.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Group Sequence Policy Optimization

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-06-29T12:13:26.750922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f43c4e08-4d4d-462f-bc9d-469c9f47eaa0 · outbound

This paper cites Tredici a tavola.

Thinking as Compression: Your Reasoning Model is Secretly a Context Compressor Tredici a tavola

Reference 46

Resolution: unresolved; no resolver link, observed 2026-06-29T12:10:13.843464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.