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Paper Citation Record · LEDGER

LongHeads: Multi-Head Attention is Secretly a Long Context Processor

As of 24 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2402.10685.

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

pith.paper-citation-record.v1
2402.10685 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:12:42.477713Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T06:15:46.149282Z

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 187e3ac1-45a8-4e0c-bf85-be68c19a8dea · inbound

Task-KV: Task-aware KV Cache Optimization via Semantic Differentiation of Attention Heads cites this paper.

Task-KV: Task-aware KV Cache Optimization via Semantic Differentiation of Attention Heads LongHeads: Multi-Head Attention is Secretly a Long Context Processor

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-10T14:41:04.989763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:41:04.989763Z digest=sha256:251add314cff6173d2cb4dfe0e3bdd76e9efb5d0e6e33bd78f59f4c82cb7b19a

Observation 8c9f3010-3668-49b1-8002-b70b6b3ef302 · inbound

MoBA: Mixture of Block Attention for Long-Context LLMs cites this paper.

MoBA: Mixture of Block Attention for Long-Context LLMs LongHeads: Multi-Head Attention is Secretly a Long Context Processor

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-16T06:15:46.151606Z

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=arxiv_source observed=2026-05-16T06:15:46.085555Z digest=sha256:d79f43aa34e326fed9b42ef6d6b6adad93872c7fb6d7796a8c8b61c8e5712e46

Observation e6d73cbd-b5c9-47a4-9098-5dbfaa4947a3 · inbound

Effective Length Extrapolation via Dimension-Wise Positional Embeddings Manipulation cites this paper.

Effective Length Extrapolation via Dimension-Wise Positional Embeddings Manipulation LongHeads: Multi-Head Attention is Secretly a Long Context Processor

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-16T10:12:42.477713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:12:42.477713Z digest=sha256:fa3c3904b652d7200c03f3f45ce1f74ff8d8585c51dcb9a92530c7cb151985df