Paper Citation Record · LEDGER

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability

As of 21 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 1 inbound Pith citation observation for arXiv:2505.10063.

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

pith.paper-citation-record.v1
2505.10063 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:23:47.475392Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T13:02:23.557640Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-08T13:02:23.792624Z

Reference resolution

42 of 42 outbound references displayed

verified exact0
verified fuzzy3
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e0a0d9c8-579b-48c3-8911-52625ea475a8 · outbound

This paper cites an unresolved cited work.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:23:48.722961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 91a14109-37fb-47a4-84c2-a17a600f226f · outbound

This paper cites an unresolved cited work.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:23:48.619368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f02a640b-130f-4b65-a78f-81fbf3a7bdf3 · outbound

This paper cites an unresolved cited work.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:23:48.567795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation eb52919a-3e97-470c-ab07-083c663cb1de · outbound

This paper cites LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:45.790641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0389a178-9ea0-4866-87ee-875b15227a61 · outbound

This paper cites HoPE: A Novel Positional Encoding Without Long-Term Decay for Enhanced Context Awareness and Extrapolation.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability HoPE: A Novel Positional Encoding Without Long-Term Decay for Enhanced Context Awareness and Extrapolation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:45.836641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07ebc9d4-7339-4b74-a226-d252ce66e331 · outbound

This paper cites LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:45.942773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe5fef23-0716-44b9-a030-969228d28703 · outbound

This paper cites an unresolved cited work.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:23:48.464763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 90cb0ce8-60ea-487c-8e20-f5e0a879c2ef · outbound

This paper cites The Llama 3 Herd of Models.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability The Llama 3 Herd of Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:45.986525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85f15c47-6772-43a1-a7cf-9056ecc1b2d4 · outbound

This paper cites an unresolved cited work.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:45.990939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5be409ff-8d08-4895-914a-e7f9da5f3413 · outbound

This paper cites an unresolved cited work.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:23:48.453427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 83aac8d0-bb24-46df-8588-a5e286062264 · outbound

This paper cites DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:46.118794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47ea5e25-f852-43af-a63b-a11db4f7103d · outbound

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

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability RULER: What's the Real Context Size of Your Long-Context Language Models?

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:46.223817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58bac9f5-508f-4700-be8e-5d2d3543cf48 · outbound

This paper cites an unresolved cited work.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:23:48.331510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1da388a9-de46-4787-9867-c01c16157d48 · outbound

This paper cites Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:46.232178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aa362ef-4c37-4c0d-bec5-86f5e10db261 · outbound

This paper cites ALR$^2$: A Retrieve-then-Reason Framework for Long-context Question Answering.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability ALR$^2$: A Retrieve-then-Reason Framework for Long-context Question Answering

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:46.280591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27c72fba-56b9-40bb-9cb5-9c63d6cf06fd · outbound

This paper cites Large Language Models Can Self-Improve in Long-context Reasoning.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Large Language Models Can Self-Improve in Long-context Reasoning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:46.376793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 693042bd-9a42-4257-9884-c0b353fd381d · outbound

This paper cites Lyu, and Liwei Wang.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Lyu, and Liwei Wang

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:23:48.321322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3456f040-d68a-4670-9848-663a399d6c3a · outbound

This paper cites Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:23:48.311283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d1d7d6d8-55fd-4306-907a-1ee235cc0370 · outbound

This paper cites Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:46.390157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab8b81b6-4cad-432b-8587-93668a2fb944 · outbound

This paper cites Eliciting In-context Retrieval and Reasoning for Long-context Large Language Models.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Eliciting In-context Retrieval and Reasoning for Long-context Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:46.394344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05a9a906-f441-4bf6-93bf-13b1a3906c08 · outbound

This paper cites an unresolved cited work.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:46.444015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c80306d-0fb1-4104-bb52-47f7042349e1 · outbound

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

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:46.580549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e413d605-4147-4f47-936f-37de95456768 · outbound

This paper cites Robertson and Hugo Zaragoza.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Robertson and Hugo Zaragoza

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:23:48.254497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9a765fb3-2f6a-4b18-b10a-9aaf13c9652b · outbound

This paper cites an unresolved cited work.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:46.643588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52fd9f9d-8f1f-40c1-8dec-da65d1ca88c9 · outbound

This paper cites RazorAttention: Efficient KV Cache Compression Through Retrieval Heads.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability RazorAttention: Efficient KV Cache Compression Through Retrieval Heads

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:46.648345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3a379be-d34e-489b-b72b-1e2a0d977c89 · outbound

This paper cites an unresolved cited work.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:23:48.209691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 73c8a7e4-a25b-41d3-8083-0447e2beb6d7 · outbound

This paper cites an unresolved cited work.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:23:48.199992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c4a5725e-916b-458b-be25-4a4b7f704dc5 · outbound

This paper cites Retrieval Head Mechanistically Explains Long-Context Factuality.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Retrieval Head Mechanistically Explains Long-Context Factuality

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:46.804370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1380b2c4-4595-44d9-a988-ac89b644fc2f · outbound

This paper cites DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:46.808789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9955e043-a950-4a72-a012-0e4bd2372273 · outbound

This paper cites an unresolved cited work.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:23:48.189470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation eb8885c9-523c-4e3a-acf4-538be981bd67 · outbound

This paper cites an unresolved cited work.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:46.928723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08c9f535-b917-4b1a-b63f-c7c22d6e95b2 · outbound

This paper cites an unresolved cited work.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:23:48.171538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation abfbe9bb-0dea-445a-acdc-7836635edf41 · outbound

This paper cites Qwen2.5 Technical Report.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Qwen2.5 Technical Report

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:46.937201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4d4b493-3258-4399-b98b-0e23e04678ea · outbound

This paper cites Cohen, Ruslan Salakhutdinov, and Christopher D.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Cohen, Ruslan Salakhutdinov, and Christopher D

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:46.943159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63cd9bd8-9a5f-4361-99a5-d1f44ccfa280 · outbound

This paper cites an unresolved cited work.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:23:48.070290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c2279db4-dd3d-4fa6-a5a2-18a19544b9c7 · outbound

This paper cites an unresolved cited work.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:23:47.972534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d17323ae-6832-467d-8343-21536d09efe2 · outbound

This paper cites an unresolved cited work.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:23:47.960697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 35c6ebab-41b6-4902-9225-454198fc8be8 · outbound

This paper cites Model Tells Itself Where to Attend: Faithfulness Meets Automatic Attention Steering.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Model Tells Itself Where to Attend: Faithfulness Meets Automatic Attention Steering

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:47.216048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c0b6288-ecaf-4d95-9d32-0621dc80ed34 · outbound

This paper cites $\infty$Bench: Extending Long Context Evaluation Beyond 100K Tokens.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability $\infty$Bench: Extending Long Context Evaluation Beyond 100K Tokens

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:47.224288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a781e200-0224-4489-a852-c0fbbcc77de8 · outbound

This paper cites an unresolved cited work.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:23:47.946699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3f547225-80f1-402d-8412-805d32c0fd0c · outbound

This paper cites online" 'onlinestring :=.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability online" 'onlinestring :=

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:47.379502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dfde609-3095-4751-b91a-48ed4a23d807 · outbound

This paper cites write newline.

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability write newline

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T21:23:47.475392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 3f0d0a81-245f-4b0e-9760-deda47764884 · inbound

LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation cites this paper.

LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability

Reference 54

Resolution: verified exact; local_arxiv, observed 2026-08-08T13:02:23.796983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.