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Paper Citation Record · LEDGER

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework

As of 7 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 1 inbound Pith citation observation for arXiv:2507.04723.

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

pith.paper-citation-record.v1
2507.04723 v1

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:45:12.585682Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T17:39:18.387881Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T06:25:58.272585Z

Reference resolution

64 of 64 outbound references displayed

  • verified exact2
  • verified fuzzy2
  • unresolved60
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5ca4c298-a7c9-4e2b-84d4-738b7f54cafe · outbound

This paper cites online" 'onlinestring :=.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework online" 'onlinestring :=

Reference 1

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no resolver link, observed 2026-08-06T19:45:12.402033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.402033Z digest=sha256:d4cc616977ded25b52b5e43aafe98ec97e2bbc60deffa04096289eccd64c160e

Observation f877fa4d-8daf-460e-b83d-71810a1f3d12 · outbound

This paper cites write newline.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework write newline

Reference 2

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no resolver link, observed 2026-08-06T19:45:12.405581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.405581Z digest=sha256:2c03c73f7ad4da6e26895213f52a01c833a9b5219ea68410e750ea2964c14a14

Observation bc8d6a46-98c9-4dc8-8357-dc0350f71f52 · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 3

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no resolver link, observed 2026-08-06T19:45:12.409017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.409017Z digest=sha256:79e43158c4c77bd26fdfc56da877c581d2dac53f95e4ebb83273c08da44a6cef

Observation a61e4cc3-f815-43dc-884a-4628572322cf · outbound

This paper cites LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding

Reference 4

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no resolver link, observed 2026-08-06T19:45:12.412025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.412025Z digest=sha256:43c171ea583c22944f17245b5103ef2eb7079a7bd24805f2e7eb5c9ca26cdf42

Observation 1cf4f804-7e7f-46c6-b888-5da5459501e7 · outbound

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

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks

Reference 5

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unresolved
no resolver link, observed 2026-08-06T19:45:12.415129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.415129Z digest=sha256:07b84ec45f761b18ec4c126f8087c2ab93a9079781165d70049bb9752c58f7fa

Observation 743c7d84-d8a8-475f-abf9-49264d413280 · outbound

This paper cites LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs

Reference 6

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no resolver link, observed 2026-08-06T19:45:12.418184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.418184Z digest=sha256:7f990cac4302eb68471e5bca00577ecc345f7e0f62d0cc610fc4d7407a0c5291

Observation 66582e16-003e-4f9d-8995-1e5869a59789 · outbound

This paper cites In-Context Learning with Long-Context Models: An In-Depth Exploration.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework In-Context Learning with Long-Context Models: An In-Depth Exploration

Reference 7

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no resolver link, observed 2026-08-06T19:45:12.421467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.421467Z digest=sha256:d528a21cf4c03997abd3663b6d6845a7a2befc7327d5e50ab7f54eb732a82213

Observation d4e51442-75ce-45f8-9c6b-9a61cfdd44ff · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 8

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no resolver link, observed 2026-08-06T19:45:12.424558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.424558Z digest=sha256:859844b8c1f462a7aaf6ef11716daf5e2c9c9b12a5113c5535444434d7d17d51

Observation d23a995c-ba8b-4139-ac88-52082ab9c596 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 9

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unresolved
raw_fallback, observed 2026-08-06T19:45:13.591896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.427441Z digest=sha256:f8f38d23ea09a3c031cc6058d95453aee88a31ee6c4a00c51c588e6b20a8c371

Observation 15af68e0-be44-45c5-bf33-6eeb8e26bd82 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 10

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no resolver link, observed 2026-08-06T19:45:12.430131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.430131Z digest=sha256:e8cabe45f2c988cee98894b3c9d1c615d7a0446d7a9e8d0c9c7949a648996613

Observation 2d741e9b-1551-44f0-b707-050b63e8aa70 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 11

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raw_fallback, observed 2026-08-06T19:45:13.581074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.433129Z digest=sha256:c0345bf66728156e6dd7747fa412d7c31e101676db96727d64d37faa9c75bad8

Observation ddf7d2ae-77a1-4e84-afc9-edee11d41e0b · outbound

This paper cites Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs

Reference 12

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no resolver link, observed 2026-08-06T19:45:12.435740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.435740Z digest=sha256:a38ba13295535367f0fa114781c5efa050b3a2b0b463851382df95059675117a

Observation acdc5113-0288-45f4-90ae-b3d584116017 · outbound

This paper cites ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools

Reference 13

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no resolver link, observed 2026-08-06T19:45:12.438816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.438816Z digest=sha256:06ff56aa938cae31888d7449f139fd4ba92b60a09b5bcf76a72788fee3952ca7

Observation b8f65f26-7df3-46e5-980c-91b6332b1462 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 14

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unresolved
no resolver link, observed 2026-08-06T19:45:12.441556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.441556Z digest=sha256:d1944c729ee0fd9b5ae4352a0713eee7c01b283be705649dea7072084b786a71

Observation fa981058-bc4a-4326-aaa6-795a387e9e72 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 15

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no resolver link, observed 2026-08-06T19:45:12.444079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.444079Z digest=sha256:44f56e78fa824f7ccfc5d9e39832e646b28edc6e79a83afd5794df37f58137d4

Observation 4a5c406b-1e2e-4396-b9fa-fd83ee1f70da · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 16

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raw_fallback, observed 2026-08-06T19:45:13.569072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.447272Z digest=sha256:1d3ab86e2ae679eca5ffa019e7178a164b7898e18fc99c44a32f8d49eaec0946

Observation 8e84c6f1-99e9-4dcc-b843-79feb4020904 · outbound

This paper cites UltraEval: A Lightweight Platform for Flexible and Comprehensive Evaluation for LLMs.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework UltraEval: A Lightweight Platform for Flexible and Comprehensive Evaluation for LLMs

Reference 17

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no resolver link, observed 2026-08-06T19:45:12.449745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.449745Z digest=sha256:f8d98f7b38f2689b1b3a638b609748e64565ec3531293c8fbc490f552ecda263

Observation 26b82485-d664-4a74-a7c0-0812aea6e950 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 18

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unresolved
raw_fallback, observed 2026-08-06T19:45:13.558242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.452613Z digest=sha256:34af7de2ed75dbc37bf2dcbccee817fac0b761606082dd0330dd542c40687394

Observation 1d971927-1c2c-430e-b51e-8f84d6112323 · outbound

This paper cites Mahoney, Yakun Sophia Shao, Kurt Keutzer, and Amir Gholami.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Mahoney, Yakun Sophia Shao, Kurt Keutzer, and Amir Gholami

Reference 19

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verified fuzzy
raw_fallback, observed 2026-08-06T19:45:13.545991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.455307Z digest=sha256:0ac54f84198502eafdaa117a0f0a8e9b6107a8177e231471eb845111161466aa

Observation 23a22648-9a03-4889-93a4-0928e6134aad · outbound

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

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework RULER: What's the Real Context Size of Your Long-Context Language Models?

Reference 20

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unresolved
no resolver link, observed 2026-08-06T19:45:12.458038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.458038Z digest=sha256:465c4c81683b3e0558b22ec7fc7345da7025402567a0ab56907bb1dce5d033ab

Observation faae03bb-8366-4a59-8ea8-2cb8795a4a8a · outbound

This paper cites Abdi, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, and Lili Qiu.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Abdi, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, and Lili Qiu

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:45:13.535481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.460938Z digest=sha256:b812c734da60f1073e8962b1d892e914d5d2bab18c8596b6d03a25cd8389b5e3

Observation e96d0c44-0acf-4c2b-9412-9a4295f77060 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 22

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raw_fallback, observed 2026-08-06T19:45:13.523535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.463498Z digest=sha256:46f365dca7e2c3cd41401cf019ee433fa12d4cf96f67924e0f2d85401001fa5b

Observation e97b852f-4873-4ae1-adbe-de8d3a8c5f21 · outbound

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

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack

Reference 23

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no resolver link, observed 2026-08-06T19:45:12.466041Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.466041Z digest=sha256:61c8a6c7984c5be747d49a8856e3a509c2fd05ece6490aa3c80612dd4b83540a

Observation ea123f49-a3ac-4b79-8bf8-d45da95db0d4 · outbound

This paper cites Gonzalez, Hao Zhang, and Ion Stoica.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Gonzalez, Hao Zhang, and Ion Stoica

Reference 24

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unresolved
no resolver link, observed 2026-08-06T19:45:12.468952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.468952Z digest=sha256:482988036297b8b99b74119921aecaf9102cc21eeacf2be2821453ceed5bb519

Observation bfbc2e8d-3d18-4054-aba2-b26663951b10 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 25

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raw_fallback, observed 2026-08-06T19:45:13.507116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.471503Z digest=sha256:fe3868124aa6b2d8ce20da2645911218141336cc08071ba69948d081b3928093

Observation 518a84c5-0ea3-4e9e-9850-7c10e95077ae · outbound

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

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?

Reference 26

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no resolver link, observed 2026-08-06T19:45:12.475088Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.475088Z digest=sha256:c21c3553ded2cc7a50f24a41b05d6757f2e642dc11656d7ae0da0ec86e545df6

Observation fd5ee21f-c993-4e70-8c09-0c560372048b · outbound

This paper cites Long Context RAG Performance of Large Language Models.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Long Context RAG Performance of Large Language Models

Reference 27

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no resolver link, observed 2026-08-06T19:45:12.477922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.477922Z digest=sha256:8eabdc201ede314ccd233380c9d06b76e37178e9f4a102e46221343cce7b1e76

Observation 2a441f4a-7713-49a6-8508-af1ac68cbb77 · outbound

This paper cites A Survey on Large Language Model Acceleration based on KV Cache Management.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework A Survey on Large Language Model Acceleration based on KV Cache Management

Reference 28

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unresolved
no resolver link, observed 2026-08-06T19:45:12.480724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.480724Z digest=sha256:f563010d376d9c04323a3fd687edb57017036929c6fa06525fd73df129f3cca5

Observation 0719fff8-e195-4d29-a0f9-407c77ec0591 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 29

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unresolved
raw_fallback, observed 2026-08-06T19:45:13.497124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.483982Z digest=sha256:e00571bf2fcd991a467adca523de88f1f9d21cab41c33af7c2ece6085bc10707

Observation 5a1dbcc6-80eb-48ee-a43c-b3dcefd75410 · outbound

This paper cites Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach

Reference 30

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no resolver link, observed 2026-08-06T19:45:12.486670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.486670Z digest=sha256:6ebd34d1a0d4d13168cd863ec2e325a6b4ed9fc329160d21969d039b7abae642

Observation a905f5a9-1020-49dc-91f8-431055ef683a · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 31

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no resolver link, observed 2026-08-06T19:45:12.489414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.489414Z digest=sha256:3b47e2d68defbb0417f2d19c57298aff2fdb42cd30b979e162c2d28edbe73993

Observation e8b15326-bb07-4e07-9c02-acca5de725b3 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 32

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unresolved
no resolver link, observed 2026-08-06T19:45:12.492011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.492011Z digest=sha256:aa281a47031deb1a88d8e9de7e0b10c514e1942675c5b45da0de49fcf2d82afe

Observation a96a036a-dc33-45d1-9b04-cb977b382a84 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 33

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unresolved
no resolver link, observed 2026-08-06T19:45:12.494639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.494639Z digest=sha256:310f7d6da5db7ea897c897865b3f813eb28e0e5f3a9c3a875370ec6823068cec

Observation b8eee273-f721-4c98-9d60-6ff9438cf1fd · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 34

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unresolved
raw_fallback, observed 2026-08-06T19:45:13.487099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.497573Z digest=sha256:59a3b2228f2750e969650f2ae48f3d459834bdbfa2980ea6e03726d76fbe30e9

Observation 917758e3-477a-45d2-8842-8f61d7235487 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 35

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unresolved
raw_fallback, observed 2026-08-06T19:45:13.476636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.500094Z digest=sha256:c1c333d5dd2b7b2eab9a3719e3dac4bd2fd35d3d92fa0662090162c0eb74634a

Observation 146c5089-560e-422b-91e7-546d234cea56 · outbound

This paper cites Sparser is Faster and Less is More: Efficient Sparse Attention for Long-Range Transformers.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Sparser is Faster and Less is More: Efficient Sparse Attention for Long-Range Transformers

Reference 36

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unresolved
no resolver link, observed 2026-08-06T19:45:12.502627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.502627Z digest=sha256:916b0822b9171197c01c9697266ab36ed869bbd4a99d861114211a8e502d822f

Observation 3df89932-bcd4-4ec3-87a3-5bc85a55ba2b · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:45:13.465741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.505710Z digest=sha256:0ad385d1ebf0dbb4e0ae5cba24784764c8b3360cebd90ba4243a31eb6e8457ce

Observation 5182d40b-6d20-4020-bc9a-8c2d687d8fd6 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:45:13.453520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.508404Z digest=sha256:427b6034b41006e233186bd1940c918f0d6976a82a3f8441d6b6921bcf2a1df8

Observation 839276a3-d0cc-4a0b-92e9-7908a5f9699c · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:45:13.443189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.510847Z digest=sha256:3f78dac73f4ae7007cd3e55c69771e774eb06aec5937f2696eeadf39cb333125

Observation 20022afd-a586-4cc0-8210-69fe5bd658d5 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:45:13.433038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.513300Z digest=sha256:f238a7c3c3a36c151c150b0fd6a91b182895dc8db548e0a195f8152884a5b8d4

Observation db53925c-0dd3-40e0-9bea-e18b19a35913 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:45:13.422720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.515862Z digest=sha256:342069db3ecf1f969efe797409597ff5608d4c36e9408e45aff0571128ee55e9

Observation 7f614cc5-8fff-4a9f-9c2a-a98611e3318e · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:45:13.411903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.518688Z digest=sha256:7ff56f2c03c25d178b4448bce2ab259344322642ab65b66afb6c8886a72a47b8

Observation 7ed22f85-e44e-4cc9-bb68-14fa7be0ec33 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T19:45:12.521340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.521340Z digest=sha256:31b193d0b4f96f5e7b8af52d5b2f1fd0ec1b6c94f69083a957f819bd2e551532

Observation 157b1a8a-7f1a-480e-bd71-b3b67827d162 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:45:13.394732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.523941Z digest=sha256:ab7b7210ac90176fe3b545711a15de07acb0f400ed1e02401c6b12547f8a3920

Observation 2a5f2db6-5f2e-4f4a-84e8-3ffd27aeb922 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:45:13.383786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.526490Z digest=sha256:ba051d0eab5a4fd7483c4e08ca991e15b62a12726f8445aae3bd17573947d873

Observation 1f060c67-8e3f-41fb-9903-6b86f57e04ac · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T19:45:12.530682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.530682Z digest=sha256:40ba8a75f9e146ec573d98c02cca87c8605bb60303633f7187737c1b63213d3c

Observation 5fde20ef-4202-44bd-9d84-951b667df6d8 · outbound

This paper cites Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:45:12.885362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.533275Z digest=sha256:7adacedb4740aee7bad2b9c3c70cce03f719fcf3ee56c4fe667805b888c5f29a

Observation 5e4d055a-9dd6-423f-aa95-88c94235d378 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:45:13.366555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.536016Z digest=sha256:79d72ba085db27735c924445ebb14bf478036f70d4872f45a187201bcd45b681

Observation fc6a993e-1cf7-4ab2-802b-600fcceeed5f · outbound

This paper cites Model Tells You Where to Merge: Adaptive KV Cache Merging for LLMs on Long-Context Tasks.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Model Tells You Where to Merge: Adaptive KV Cache Merging for LLMs on Long-Context Tasks

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T19:45:12.538458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.538458Z digest=sha256:67748c27607f9a1aed9211a51e9146228ba8879f09bfd0604d4a41674ce0e669

Observation 2df0bc7d-6533-4e2f-ada5-cd0bb8b0fd77 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 50

Resolution
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no resolver link, observed 2026-08-06T19:45:12.541544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.541544Z digest=sha256:a6299884daac80726b1278d6d108647913a3733991b649e5c247b7d7b325622c

Observation d0008db0-7687-44ca-8b94-024390e6c346 · outbound

This paper cites XAttention: Block Sparse Attention with Antidiagonal Scoring.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework XAttention: Block Sparse Attention with Antidiagonal Scoring

Reference 51

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unresolved
no resolver link, observed 2026-08-06T19:45:12.544412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.544412Z digest=sha256:669fdb7e05a5f852e2151e59338bcb4a1f74f3220e69ba6be363f576348f591f

Observation a45f9d77-81c0-4953-ad88-9f07c7863be0 · outbound

This paper cites Qwen3 Technical Report.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Qwen3 Technical Report

Reference 52

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no resolver link, observed 2026-08-06T19:45:12.547429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.547429Z digest=sha256:53be6a9eeafc2590bbecb4a87994f2f29cd315cf97d66303d552d939bc79b813

Observation 80fe7606-05e9-4c63-bfda-446f85b84480 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:45:13.349818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.550318Z digest=sha256:269d68c96b4ce40e25c61d8c70550892b127be8b9bd415b30122388a7ab5005d

Observation c81e1b24-b203-471f-98e7-755364f2c47d · outbound

This paper cites TailorKV: A Hybrid Framework for Long-Context Inference via Tailored KV Cache Optimization.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework TailorKV: A Hybrid Framework for Long-Context Inference via Tailored KV Cache Optimization

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T19:45:12.553567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.553567Z digest=sha256:f4872fe761d6513b320598f6f7a330bc9fe1f5a27e5b5a477ba5d11e6c586e25

Observation f3d1600d-058a-45d6-979d-5805a244b512 · outbound

This paper cites HELMET: How to Evaluate Long-Context Language Models Effectively and Thoroughly.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework HELMET: How to Evaluate Long-Context Language Models Effectively and Thoroughly

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T19:45:12.557157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.557157Z digest=sha256:68d852db12f7cdd315571d9863690e0ae0ecdf05ceec87bd01b073068eca8a42

Observation 34731a78-152b-4d79-8f73-173375b33345 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T19:45:12.560099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.560099Z digest=sha256:1dcb4c60ce9c8ca9e227b78287f1583d1e111be3e4dfd06dfc62f61772e79d41

Observation f50f592f-78f2-4fbd-9f30-4f72afb48975 · outbound

This paper cites Long-context Language Models Fail in Basic Retrieval Tasks Without Sufficient Reasoning Steps.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Long-context Language Models Fail in Basic Retrieval Tasks Without Sufficient Reasoning Steps

Reference 57

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:45:12.756784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.562898Z digest=sha256:62c94d1b402b8b8e4d360e1069321b286bbc8d12101eea86d11ab25ad14b059b

Observation b89a7d0e-2855-4e35-a55d-d729431dfb28 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-06T19:45:12.566119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.566119Z digest=sha256:862622f8a6a0665003405dac40110670f28403361805d25a210b5c7cc32dbd2d

Observation 57c15554-b856-4c92-be76-4d231a43156e · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:45:13.338365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.569554Z digest=sha256:32b879fe7fd2f26a8fc77299163d71cd4762ad4965dc33251f51d7b0cbc3268c

Observation 4ea75e93-4f7d-46aa-a4ed-d134bed36a2c · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:45:13.328810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.572907Z digest=sha256:584db79eb9a5ab5970f25036b3c67d3ba58e4c41866de7dde7c8763e569fb29c

Observation b9186ac1-5857-4c1a-97fb-d405900ef8d2 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:45:13.318684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.575806Z digest=sha256:53f7b99eaf936c0e71c82d303466b2233b5a7a584038e0e6c124c9d8e5d7b479

Observation adc7095e-7d7e-4216-8cbe-f6f29e465a47 · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:45:13.308392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.578585Z digest=sha256:bb1eb7724eb43b4d02284a2f7e959c11c97ae488b7a072d1addf0b4c759a9f10

Observation bb2521d7-c5a5-45a8-a2a3-442505cd67fc · outbound

This paper cites an unresolved cited work.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:45:13.298375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:45:12.582052Z digest=sha256:96870d26d6786291d3f4b0d1986fb878a36a17d34ea5b27bbf85852d07bf2460

Observation 88e83f24-5ffb-43f3-9acc-e34cd99e59ca · outbound

This paper cites A Survey on Efficient Inference for Large Language Models.

LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework A Survey on Efficient Inference for Large Language Models

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-06T19:45:12.585682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:45:12.585682Z digest=sha256:3ec0b59b8bc146b00a92c82ec0efe052326bfdaceb9550c9300db8d90cb56344

Pith citing papers

Observation 351fc00f-46ea-4bbd-b7bc-7616ba401cbe · inbound

Flux Attention: Context-Aware Hybrid Attention for Efficient LLMs Inference cites this paper.

Flux Attention: Context-Aware Hybrid Attention for Efficient LLMs Inference LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-11T06:25:58.275986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T17:39:18.387881Z digest=sha256:60a97ea1ccceb2e0d0ad4ac038ac50a9bb7ae39db77ec33eee92247f56f201c1