Paper Citation Record · LEDGER

LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 38 inbound Pith citation observations for arXiv:2310.06839.

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

pith.paper-citation-record.v1
2310.06839 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 38 of 38 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:52:01.645572Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T01:36:44.274003Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a1fc029f-6504-46db-88e0-27105ea34f42 · inbound

Retrieval-Augmented Generation for Large Language Models: A Survey cites this paper.

Retrieval-Augmented Generation for Large Language Models: A Survey LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 101

Resolution: verified exact; arxiv_id, observed 2026-05-24T05:13:56.753043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b7daf39e-08a9-45d7-9a3a-8c5d5137b215 · inbound

RULER: What's the Real Context Size of Your Long-Context Language Models? cites this paper.

RULER: What's the Real Context Size of Your Long-Context Language Models? LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:55:20.645643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 30efb0cb-0bbe-4ce5-82e8-65bfd11a954f · inbound

A Survey on Efficient Inference for Large Language Models cites this paper.

A Survey on Efficient Inference for Large Language Models LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:39:33.300437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation dd5750f0-121a-468b-a66d-043396efb7bc · inbound

AdaComp: Extractive Context Compression with Adaptive Predictor for Retrieval-Augmented Large Language Models cites this paper.

AdaComp: Extractive Context Compression with Adaptive Predictor for Retrieval-Augmented Large Language Models LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-23T21:08:26.020672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d797e297-781b-46e5-b9c0-620dbff3f488 · inbound

E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning cites this paper.

E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-23T20:38:25.007623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8c6317b8-1cfc-43ab-a62d-8aa7d7bbacb1 · inbound

Search-o1: Agentic Search-Enhanced Large Reasoning Models cites this paper.

Search-o1: Agentic Search-Enhanced Large Reasoning Models LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-13T17:36:27.711781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1e93f251-96b2-4abf-9418-f3f209d32b6a · inbound

LIFT: A Novel Framework for Enhancing Long-Context Understanding of LLMs via Long Input Fine-Tuning cites this paper.

LIFT: A Novel Framework for Enhancing Long-Context Understanding of LLMs via Long Input Fine-Tuning LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-23T02:42:25.777711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1142fa00-59ce-4d69-a3f1-fb6ecb36a9ca · inbound

CODEPROMPTZIP: Code-specific Prompt Compression for Retrieval-Augmented Generation in Coding Tasks with LMs cites this paper.

CODEPROMPTZIP: Code-specific Prompt Compression for Retrieval-Augmented Generation in Coding Tasks with LMs LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-23T02:02:23.047471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f0487a7f-03b1-40b0-8201-8ef50f6ec4fe · inbound

R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning cites this paper.

R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:37:17.748246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2dd9442a-6cee-4bf9-9bc0-feb3cc837749 · inbound

Talk Less, Fly Lighter: Autonomous Semantic Compression for UAV Swarm Communication via LLMs cites this paper.

Talk Less, Fly Lighter: Autonomous Semantic Compression for UAV Swarm Communication via LLMs LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-25T07:40:29.122411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 746e3f41-ee3d-4bde-8d1b-5fcbf1ce73b3 · inbound

DaMoC: Efficiently Selecting the Optimal Large Language Model for Fine-tuning Domain Tasks Based on Data and Model Compression cites this paper.

DaMoC: Efficiently Selecting the Optimal Large Language Model for Fine-tuning Domain Tasks Based on Data and Model Compression LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T12:52:01.645572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 635c49b0-fa4e-424c-8786-797160e3e1fb · inbound

DCMI: A Differential Calibration Membership Inference Attack Against Retrieval-Augmented Generation cites this paper.

DCMI: A Differential Calibration Membership Inference Attack Against Retrieval-Augmented Generation LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T04:42:13.732988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22544567-450a-40b2-898b-ce14e6e5183c · inbound

Mask-GCG: Are All Tokens in Adversarial Suffixes Necessary for Jailbreak Attacks? cites this paper.

Mask-GCG: Are All Tokens in Adversarial Suffixes Necessary for Jailbreak Attacks? LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T23:49:31.086098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec7bee7e-5f37-4a56-8b92-fe05f82fe6e6 · inbound

When Compression Becomes an Attack Surface: Black-Box Attacks on Prompt-Compressed LLM Agents cites this paper.

When Compression Becomes an Attack Surface: Black-Box Attacks on Prompt-Compressed LLM Agents LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-04T08:06:11.131664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 491230de-b554-4e85-b181-5dc39ed9382d · inbound

LPCAN: Lightweight Pyramid Cross-Attention Network for Rail Surface Defect Detection Using RGB-D Data cites this paper.

LPCAN: Lightweight Pyramid Cross-Attention Network for Rail Surface Defect Detection Using RGB-D Data LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T10:43:50.071188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 793091e3-f4a4-4486-958c-e99db775c50a · inbound

Knowledge-Embedded and Hypernetwork-Guided Few-Shot Substation Meter Defect Image Generation Method cites this paper.

Knowledge-Embedded and Hypernetwork-Guided Few-Shot Substation Meter Defect Image Generation Method LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T10:43:42.213023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ea5c4c5-4fcb-499a-83a0-8612069c937e · inbound

Cooperative Memory Paging with Keyword Bookmarks for Long-Horizon LLM Conversations cites this paper.

Cooperative Memory Paging with Keyword Bookmarks for Long-Horizon LLM Conversations LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T10:06:02.325865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 86499f5e-2b75-4be5-91d7-c86a47724d66 · inbound

On the Effectiveness of Context Compression for Repository-Level Tasks: An Empirical Investigation cites this paper.

On the Effectiveness of Context Compression for Repository-Level Tasks: An Empirical Investigation LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-10T13:40:27.540003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ce22cccc-f19c-4187-bb3c-4e09678af25a · inbound

Compressed-Sensing-Guided, Inference-Aware Structured Reduction for Large Language Models cites this paper.

Compressed-Sensing-Guided, Inference-Aware Structured Reduction for Large Language Models LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-15T06:55:10.714002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5d14293c-bda7-4af6-99fe-63952ad37811 · inbound

Supplement Generation Training for Enhancing Agentic Task Performance cites this paper.

Supplement Generation Training for Enhancing Agentic Task Performance LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 30

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T00:59:49.522824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ba025754-3468-425e-ab8e-fa316e4be83c · inbound

TSCG: Deterministic Tool-Schema Compilation for Agentic LLM Deployments cites this paper.

TSCG: Deterministic Tool-Schema Compilation for Agentic LLM Deployments LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:21:07.273966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ad2dea6f-824d-4dec-a7ab-1dd93a73e4d4 · inbound

Byte-Exact Deduplication in Retrieval-Augmented Generation: A Three-Regime Empirical Analysis Across Public Benchmarks cites this paper.

Byte-Exact Deduplication in Retrieval-Augmented Generation: A Three-Regime Empirical Analysis Across Public Benchmarks LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:26:24.180932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 452769f2-3edf-48e7-9213-4a9affba6b6a · inbound

SemanticZip: A Pilot Framework for Lossy Text Compression with LLMs as Semantic Decompressors cites this paper.

SemanticZip: A Pilot Framework for Lossy Text Compression with LLMs as Semantic Decompressors LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-06-30T14:54:45.678257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ab32e362-3f2b-4660-961f-bc088c8b4da6 · inbound

Tool-Schema Compression Enables Agentic RAG Under Constrained Context Budgets cites this paper.

Tool-Schema Compression Enables Agentic RAG Under Constrained Context Budgets LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:24:01.264140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c00d82bd-bc4d-4572-9663-fd19b145a6d6 · inbound

Grounded Cache Routing for Retrieval-Augmented Generation: When Is It Safe to Reuse an Answer? cites this paper.

Grounded Cache Routing for Retrieval-Augmented Generation: When Is It Safe to Reuse an Answer? LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-06-29T17:23:45.102102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation cb59840b-eb76-4e6d-88ba-1a96b4350e4f · inbound

TokenMizer: Graph-Structured Session Memory for Long-Horizon LLM Context Management cites this paper.

TokenMizer: Graph-Structured Session Memory for Long-Horizon LLM Context Management LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-02T13:06:59.143511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation cf1090bf-29c9-4e0f-87f7-194b90ea5f54 · inbound

TokenMizer: Graph-Structured Session Memory for Long-Horizon LLM Context Management cites this paper.

TokenMizer: Graph-Structured Session Memory for Long-Horizon LLM Context Management LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T15:01:23.012119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12108ca1-2d4f-49fd-8dc7-504d7526a88e · inbound

Decision-Aware Memory Cards: Counterfactual-Inspired Context Selection and Compression for Tool-Using LLM Agents cites this paper.

Decision-Aware Memory Cards: Counterfactual-Inspired Context Selection and Compression for Tool-Using LLM Agents LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T21:17:25.263363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b225b83f-d0ed-4036-875d-d030a6ceee49 · inbound

Token-Operations-Oriented Inference Optimization Techniques for Large Models cites this paper.

Token-Operations-Oriented Inference Optimization Techniques for Large Models LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 131

Resolution: verified exact; arxiv_id, observed 2026-07-04T05:09:36.745546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation da05431b-c54b-40b5-8203-0bd5d08e42df · inbound

Token-Operations-Oriented Inference Optimization Techniques for Large Models cites this paper.

Token-Operations-Oriented Inference Optimization Techniques for Large Models LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 119

Resolution: unresolved; no resolver link, observed 2026-08-02T10:49:13.380418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b46fd28-cff2-4122-8394-df2d42c701fa · inbound

Mapping Text to Multiplex Graph: Prompt Compression as L\'evy Walk-Guided Graph Pruning cites this paper.

Mapping Text to Multiplex Graph: Prompt Compression as L\'evy Walk-Guided Graph Pruning LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T01:49:21.518943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2aa56711-e4d4-46a5-8abe-be2e62d0cd56 · inbound

CompactionRL: Reinforcement Learning with Context Compaction for Long-Horizon Agents cites this paper.

CompactionRL: Reinforcement Learning with Context Compaction for Long-Horizon Agents LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-07-07T14:03:48.697410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d4a30b80-b2b9-48e6-962c-0d0c9b07d2b2 · inbound

What to Keep, What to Forget: A Rate--Distortion View of Memory Compaction in LLMs and Agents cites this paper.

What to Keep, What to Forget: A Rate--Distortion View of Memory Compaction in LLMs and Agents LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 54

Resolution: verified exact; local_arxiv, observed 2026-07-10T01:36:44.275132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1dd5d981-6f30-4e5a-9d79-883b01b74409 · inbound

Mach-Mind-4-Flash Technical Report cites this paper.

Mach-Mind-4-Flash Technical Report LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-13T03:29:34.486347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 455df561-6de0-41d5-8553-203ee674580a · inbound

SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent Collaboration cites this paper.

SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent Collaboration LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-01T23:46:24.735255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46dea7f4-22b0-4d06-a52d-df2dee069eef · inbound

Cache-Aware Prompt Compression:A Two-Tier Cost Model for LLM API Caching cites this paper.

Cache-Aware Prompt Compression:A Two-Tier Cost Model for LLM API Caching LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T23:14:54.779144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 344c2ae5-8d46-4c86-9493-7eee9f163d32 · inbound

Spectral-LSH: Sub-Quadratic Prompt Compression via Krylov-Projected Locality-Sensitive Hashing cites this paper.

Spectral-LSH: Sub-Quadratic Prompt Compression via Krylov-Projected Locality-Sensitive Hashing LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T11:37:07.874404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1614cfa6-c887-49a8-9add-61c368c24f1a · inbound

X$^3$-OPD: Distilling Reasoning into Large Audio-Language Models via On-Policy Alignment cites this paper.

X$^3$-OPD: Distilling Reasoning into Large Audio-Language Models via On-Policy Alignment LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 127

Resolution: unresolved; no resolver link, observed 2026-08-01T07:12:17.634493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.