Paper Citation Record · LEDGER

Dropping the Anchor: Statistical Context Summarization for Distributed Systems via Pulsar Attention

As of 9 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2607.20457.

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

pith.paper-citation-record.v1
2607.20457 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T14:02:41.419049Z

measured 16 of 16 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

16 of 16 outbound references displayed

verified exact0
verified fuzzy0
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b8234a4e-948c-4824-86a7-3fa6589dd2c4 · outbound

This paper cites Strengths.More robust than TF-IDF when chunk lengths vary.Weakness.Slightly higher compute; benefits diminish when all chunks are the same length.

Dropping the Anchor: Statistical Context Summarization for Distributed Systems via Pulsar Attention Strengths.More robust than TF-IDF when chunk lengths vary.Weakness.Slightly higher compute; benefits diminish when all chunks are the same length

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T14:02:41.419049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e996a43d-da50-4b8f-8b47-25ee335e26d2 · outbound

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

Dropping the Anchor: Statistical Context Summarization for Distributed Systems via Pulsar Attention RULER: What's the Real Context Size of Your Long-Context Language Models?

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T14:02:40.503846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cea1f61-1c50-40b7-81a4-f362b351b760 · outbound

This paper cites Llm- lingua: Compressing prompts for accelerated inference of large language models.

Dropping the Anchor: Statistical Context Summarization for Distributed Systems via Pulsar Attention Llm- lingua: Compressing prompts for accelerated inference of large language models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T14:02:40.588837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3174dc67-2214-4bee-ac8f-24deb82b378a · outbound

This paper cites BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack.

Dropping the Anchor: Statistical Context Summarization for Distributed Systems via Pulsar Attention BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T14:02:40.746028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2f80cf7-bab2-4401-ada4-f300e1b68339 · outbound

This paper cites FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference.

Dropping the Anchor: Statistical Context Summarization for Distributed Systems via Pulsar Attention FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T14:02:40.838142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee14dd1c-ec52-4d4d-b458-c3f0de210c58 · outbound

This paper cites Ring Attention with Blockwise Transformers for Near-Infinite Context.

Dropping the Anchor: Statistical Context Summarization for Distributed Systems via Pulsar Attention Ring Attention with Blockwise Transformers for Near-Infinite Context

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T14:02:40.905154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9953eb2e-7cd1-41af-9463-c7346687e265 · outbound

This paper cites Online normalizer calculation for softmax.

Dropping the Anchor: Statistical Context Summarization for Distributed Systems via Pulsar Attention Online normalizer calculation for softmax

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T14:02:40.990059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a674559d-b0bb-4927-9c22-0eb29d545d20 · outbound

This paper cites an unresolved cited work.

Dropping the Anchor: Statistical Context Summarization for Distributed Systems via Pulsar Attention Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T14:02:41.257874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 364bd911-1fa8-41f1-a537-97510e154a42 · outbound

This paper cites A., Ainslie, J., Alberti, C., Ontanon, S., Pham, P., Ravula, A., Wang, Q., Yang, L., and Ahmed, A.

Dropping the Anchor: Statistical Context Summarization for Distributed Systems via Pulsar Attention A., Ainslie, J., Alberti, C., Ontanon, S., Pham, P., Ravula, A., Wang, Q., Yang, L., and Ahmed, A

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T14:02:41.343953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6da9898e-0a51-47b0-870a-81f8f44bcde9 · outbound

This paper cites Efficient Streaming Language Models with Attention Sinks.

Dropping the Anchor: Statistical Context Summarization for Distributed Systems via Pulsar Attention Efficient Streaming Language Models with Attention Sinks

Reference 2009

Resolution: unresolved; no resolver link, observed 2026-08-02T14:02:41.157743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06cb56a7-1bae-4a12-8137-568a9a3c44f0 · outbound

This paper cites Squad: 100,000+ questions for machine comprehension of text.

Dropping the Anchor: Statistical Context Summarization for Distributed Systems via Pulsar Attention Squad: 100,000+ questions for machine comprehension of text

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-02T14:02:41.090250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78fecfa3-a0bf-4eb1-b787-12e2adb645c9 · outbound

This paper cites PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling.

Dropping the Anchor: Statistical Context Summarization for Distributed Systems via Pulsar Attention PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-02T14:02:40.280783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e02c246-49d0-4417-81b1-4cd163aa3f77 · outbound

This paper cites The Llama 3 Herd of Models.

Dropping the Anchor: Statistical Context Summarization for Distributed Systems via Pulsar Attention The Llama 3 Herd of Models

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-02T14:02:40.439220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84416ca2-fadd-4c89-8a8a-4e79ac063570 · outbound

This paper cites MInference 1.0: Ac- celerating pre-filling for long-context LLMs via dynamic sparse attention.

Dropping the Anchor: Statistical Context Summarization for Distributed Systems via Pulsar Attention MInference 1.0: Ac- celerating pre-filling for long-context LLMs via dynamic sparse attention

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T14:02:40.658191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b91352e-90a9-4314-932c-aed84c332266 · outbound

This paper cites FlashAt- tention: Fast and memory-efficient exact attention with IO-awareness.

Dropping the Anchor: Statistical Context Summarization for Distributed Systems via Pulsar Attention FlashAt- tention: Fast and memory-efficient exact attention with IO-awareness

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T14:02:40.360898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8bb8e36-8db8-49bd-8adf-0a707c80eb22 · outbound

This paper cites Longformer: The Long-Document Transformer.

Dropping the Anchor: Statistical Context Summarization for Distributed Systems via Pulsar Attention Longformer: The Long-Document Transformer

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T14:02:40.239859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.