Paper Citation Record · LEDGER

MOOSComp: Improving Lightweight Long-Context Compressor via Mitigating Over-Smoothing and Incorporating Outlier Scores

As of 23 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 2 inbound Pith citation observations for arXiv:2504.16786.

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

pith.paper-citation-record.v1
2504.16786 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:59:42.952659Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-12T03:26:08.103951Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T03:26:18.835767Z

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy5
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 39c3f18d-db7e-48bc-9aa6-f38a92dfa213 · outbound

This paper cites In Proceedings of the 61st An- nual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 16409– 16423, Toronto, Canada.

MOOSComp: Improving Lightweight Long-Context Compressor via Mitigating Over-Smoothing and Incorporating Outlier Scores In Proceedings of the 61st An- nual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 16409– 16423, Toronto, Canada

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:43.082283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 96995eb8-625b-4e42-824d-15f58c848fd1 · outbound

This paper cites In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Vol- ume 1: Long Papers), pages 1658–1677, Bangkok, Thailand.

MOOSComp: Improving Lightweight Long-Context Compressor via Mitigating Over-Smoothing and Incorporating Outlier Scores In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Vol- ume 1: Long Papers), pages 1658–1677, Bangkok, Thailand

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:43.071324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d54c2f75-c0c5-492f-b9ff-7bd4c187271d · outbound

This paper cites Prompt Compression for Large Language Models: A Survey.

MOOSComp: Improving Lightweight Long-Context Compressor via Mitigating Over-Smoothing and Incorporating Outlier Scores Prompt Compression for Large Language Models: A Survey

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T10:59:42.935313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3529a7a7-1cbb-4cd8-8a2c-5ce451a6fbbc · outbound

This paper cites Mooncake: A KVCache-centric Disaggregated Architecture for LLM Serving.

MOOSComp: Improving Lightweight Long-Context Compressor via Mitigating Over-Smoothing and Incorporating Outlier Scores Mooncake: A KVCache-centric Disaggregated Architecture for LLM Serving

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T10:59:42.940824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cf93f05-08ee-4be7-94b0-15f93861be3a · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

MOOSComp: Improving Lightweight Long-Context Compressor via Mitigating Over-Smoothing and Incorporating Outlier Scores Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T10:59:42.948615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 305bd6c0-de31-4e96-8d17-47df4c9934a6 · outbound

This paper cites auto- regressive.

MOOSComp: Improving Lightweight Long-Context Compressor via Mitigating Over-Smoothing and Incorporating Outlier Scores auto- regressive

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:43.044476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation df0f7aad-373d-4ed3-b867-ef520f8e56dd · outbound

This paper cites Extending Context Window of Large Language Models via Positional Interpolation.

MOOSComp: Improving Lightweight Long-Context Compressor via Mitigating Over-Smoothing and Incorporating Outlier Scores Extending Context Window of Large Language Models via Positional Interpolation

Reference 2009

Resolution: unresolved; no resolver link, observed 2026-08-16T10:59:42.910853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6ded9cb-2f8e-4dbe-b0d5-cbd9f11d0fbf · outbound

This paper cites Transformer-Lite: High-efficiency Deployment of Large Language Models on Mobile Phone GPUs.

MOOSComp: Improving Lightweight Long-Context Compressor via Mitigating Over-Smoothing and Incorporating Outlier Scores Transformer-Lite: High-efficiency Deployment of Large Language Models on Mobile Phone GPUs

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-16T10:59:42.931078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed442314-5738-416a-a80e-07d8e39f485a · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

MOOSComp: Improving Lightweight Long-Context Compressor via Mitigating Over-Smoothing and Incorporating Outlier Scores Training Verifiers to Solve Math Word Problems

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-16T10:59:42.915793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3fab21e-5560-41d6-882e-08cab38ad316 · outbound

This paper cites In International Conference on Machine Learning, pages 20827–20840.

MOOSComp: Improving Lightweight Long-Context Compressor via Mitigating Over-Smoothing and Incorporating Outlier Scores In International Conference on Machine Learning, pages 20827–20840

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:43.057944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 330c9a2c-6196-485d-9fa5-c445e28d8bbe · outbound

This paper cites In The Eleventh International Conference on Learning Representa- tions.

MOOSComp: Improving Lightweight Long-Context Compressor via Mitigating Over-Smoothing and Incorporating Outlier Scores In The Eleventh International Conference on Learning Representa- tions

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:43.095163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8b59ea6c-3f5c-4f16-b3cc-5e2f47c418ac · outbound

This paper cites QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMs.

MOOSComp: Improving Lightweight Long-Context Compressor via Mitigating Over-Smoothing and Incorporating Outlier Scores QuaRot: Outlier-Free 4-Bit Inference in Rotated LLMs

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-16T10:59:42.906299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b5fde9d8-6cd9-4f8a-8179-fb6b899761c8 · inbound

EvoComp: Learning Visual Token Compression for Multimodal Large Language Models via Semantic-Guided Evolutionary Labeling cites this paper.

EvoComp: Learning Visual Token Compression for Multimodal Large Language Models via Semantic-Guided Evolutionary Labeling MOOSComp: Improving Lightweight Long-Context Compressor via Mitigating Over-Smoothing and Incorporating Outlier Scores

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:01:49.129422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3411a5f5-3f71-45cb-bfb9-55a5f5d1ef51 · inbound

Beyond Position Bias: Shifting Context Compression from Position-Driven to Semantic-Driven cites this paper.

Beyond Position Bias: Shifting Context Compression from Position-Driven to Semantic-Driven MOOSComp: Improving Lightweight Long-Context Compressor via Mitigating Over-Smoothing and Incorporating Outlier Scores

Reference 66

Resolution: verified exact; arxiv_id, observed 2026-05-12T03:26:18.837924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.