Paper Citation Record · LEDGER

Efficient Prompt Compression with Evaluator Heads for Long-Context Transformer Inference

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2501.12959.

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

pith.paper-citation-record.v1
2501.12959 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T15:40:46.821236Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T03:36:29.176189Z

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 d0262d80-0f86-49d0-8388-69a56ff59abd · inbound

CompLLM: Compression for Long Context Q&A cites this paper.

CompLLM: Compression for Long Context Q&A Efficient Prompt Compression with Evaluator Heads for Long-Context Transformer Inference

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T15:40:46.821236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 378e9ac5-f859-4f12-bea7-08d0a5689fd9 · inbound

Xpertbench: Expert Level Tasks with Rubrics-Based Evaluation cites this paper.

Xpertbench: Expert Level Tasks with Rubrics-Based Evaluation Efficient Prompt Compression with Evaluator Heads for Long-Context Transformer Inference

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-14T23:23:15.858229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fbafbac9-f3fc-4a9a-99e3-53733a8e083b · inbound

Cross-Lingual Token Arbitrage: Optimizing Code Agent Context Windows via Local LLM Preprocessing cites this paper.

Cross-Lingual Token Arbitrage: Optimizing Code Agent Context Windows via Local LLM Preprocessing Efficient Prompt Compression with Evaluator Heads for Long-Context Transformer Inference

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-02T03:36:29.177753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4567f9e4-ed95-42be-89b4-71c4188c58e6 · inbound

Cross-Lingual Token Arbitrage: Optimizing Code Agent Context Windows via Local LLM Preprocessing cites this paper.

Cross-Lingual Token Arbitrage: Optimizing Code Agent Context Windows via Local LLM Preprocessing Efficient Prompt Compression with Evaluator Heads for Long-Context Transformer Inference

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T04:55:05.475228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a531b368-d5c8-46c3-b43a-d19c4e65239e · inbound

Less is More: Lightweight Prompt Compression for Question Answering Applications on Edge Devices cites this paper.

Less is More: Lightweight Prompt Compression for Question Answering Applications on Edge Devices Efficient Prompt Compression with Evaluator Heads for Long-Context Transformer Inference

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T08:55:34.918070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b2bc5205-1132-45ea-a1eb-6c31a33bf1c9 · inbound

Mechanistic Attention Guidance for Agent Memory Refinement cites this paper.

Mechanistic Attention Guidance for Agent Memory Refinement Efficient Prompt Compression with Evaluator Heads for Long-Context Transformer Inference

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T17:30:39.088415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.