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Paper Citation Record · LEDGER

UNIQUE: Universal Top-k Sparse Attention for Training-free Inference and Sparsity-aware Training

As of 24 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 0 inbound Pith citation observations for arXiv:2605.27740.

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

pith.paper-citation-record.v1
2605.27740 v1

Coverage vector

measured 3 of 3 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T17:49:46.028198Z

measured 3 of 3 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 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

3 of 3 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c55b6a7f-f1ed-4a9e-82e6-ca585d627576 · outbound

This paper cites Longbench pro: A more realistic and comprehensive bilingual long- context evaluation benchmark.

UNIQUE: Universal Top-k Sparse Attention for Training-free Inference and Sparsity-aware Training Longbench pro: A more realistic and comprehensive bilingual long- context evaluation benchmark

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-06-29T17:53:47.292650Z

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.

source=pdf_text observed=2026-06-29T17:49:46.028198Z digest=sha256:6cdaaddfec8ddb834d9a96a2e1d72ca564decb668fc6cbfcf88433c7a498eb32

Observation f156249f-15c0-4b45-9930-830975c61066 · outbound

This paper cites VibeVoice Technical Report.

UNIQUE: Universal Top-k Sparse Attention for Training-free Inference and Sparsity-aware Training VibeVoice Technical Report

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T17:53:47.295653Z

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.

source=pdf_text observed=2026-06-29T17:49:46.028198Z digest=sha256:93b410dd9fd2422409f57bbc168612fe64f54ddae4f2a888c355074774aec1c1

Observation b7c5bcdf-697d-43cf-b59e-bafa4d04f235 · outbound

This paper cites Qwen3 Technical Report.

UNIQUE: Universal Top-k Sparse Attention for Training-free Inference and Sparsity-aware Training Qwen3 Technical Report

Reference 3

Resolution
metadata mismatch
local_arxiv, observed 2026-06-29T17:53:47.289672Z

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.

source=pdf_text observed=2026-06-29T17:49:46.028198Z digest=sha256:104bcb3b32da63b21bc6316096a6430dfba72b13186eae5d02e3298bf4cf5295

Pith citing papers

No inbound Pith citation observations are available.