Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-16T20:38:00.338445Z
Paper Citation Record · LEDGER
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
As of 6 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 54 inbound Pith citation observations for arXiv:2412.15204.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T14:54:05.362827Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
Reference resolution
23 of 23 outbound references displayed
- verified exact1
- verified fuzzy15
- unresolved3
- parse uncertain0
- malformed identifier0
- metadata mismatch4
External citation measurements
2
pith, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation 9bd087a9-6480-4184-ab5d-b9181a858396 · outbound
This paper cites Many-Shot In-Context Learning.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks Many-Shot In-Context Learning
Reference 1
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T20:38:00.357547Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation eadd456f-d5d7-4377-8c15-64190b4cb5d9 · outbound
This paper cites The Llama 3 Herd of Models.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks The Llama 3 Herd of Models
Reference 2
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-16T20:38:00.362970Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 407ae64c-aa4b-490a-9106-401b6a192e4a · outbound
This paper cites ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools
Reference 3
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-16T20:38:00.367453Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fd7e5352-4d2a-4c98-9c29-af78f90840a5 · outbound
This paper cites RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems
Reference 4
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-16T20:38:00.371198Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bf697d1e-154f-4238-ba11-f81bf75126d0 · outbound
This paper cites HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T20:38:00.374853Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b0638deb-39c7-4d48-8b3d-1cd49a12a48f · outbound
This paper cites It is recommended to change such questions to listing all elements.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks It is recommended to change such questions to listing all elements
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T20:38:00.377828Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation eeebc7e1-cc64-48f3-a8d9-20985075de93 · outbound
This paper cites an unresolved cited work.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T20:38:00.380433Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d634e646-7ad8-416a-a317-795a983784ca · outbound
This paper cites It is acceptable if it only requires common sense or a small amount of professional knowledge.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks It is acceptable if it only requires common sense or a small amount of professional knowledge
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T20:38:00.383013Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5631ed34-2658-4ea5-9dcf-cee3ed417a10 · outbound
This paper cites Questions should be more natural, try to be close to the real needs of users’ questions, and should not be deliberately set to unreasonable challenges just to increase difficulty.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks Questions should be more natural, try to be close to the real needs of users’ questions, and should not be deliberately set to unreasonable challenges just to increase difficulty
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T20:38:00.385927Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 542ae6d4-e3f4-4922-b382-a725897d17fe · outbound
This paper cites an unresolved cited work.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T20:38:00.388335Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3204d68e-2adb-4dd4-9da3-3c3e6a0e3d4d · outbound
This paper cites an unresolved cited work.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T20:38:00.390827Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 38c1b1e3-895c-46ef-a347-972a3274895c · outbound
This paper cites If all models answer correctly, the data will be disqualified; after passing the model’s automatic test, we will have human reviewers answer the questions.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks If all models answer correctly, the data will be disqualified; after passing the model’s automatic test, we will have human reviewers answer the questions
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T20:38:00.393357Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1c75ac3c-5a86-494b-a18e-36cc319a208e · outbound
This paper cites Data Annotation.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks Data Annotation
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T20:38:00.396201Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5e9113f0-888a-4cf5-a605-5ea9758d3e6f · outbound
This paper cites Data Annotation.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks Data Annotation
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T20:38:00.399002Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0ba3804c-c2ac-4fba-a022-5c95746657f3 · outbound
This paper cites Upload Files.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks Upload Files
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T20:38:00.401546Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 55c9578d-7a38-4893-9677-9871209179c9 · outbound
This paper cites Evidence.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks Evidence
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T20:38:00.405707Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1c67684f-48a4-47cd-9d27-d267cac806df · outbound
This paper cites Submit” (you cannot submit if there are blanks), and you will see the status of your submitted annotated data in the “main.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks Submit” (you cannot submit if there are blanks), and you will see the status of your submitted annotated data in the “main
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T20:38:00.408755Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c4c87656-bf69-4693-a79d-d8c80c1bcdf3 · outbound
This paper cites _id” of the original data in the “Modify My Annotation.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks _id” of the original data in the “Modify My Annotation
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T20:38:00.411518Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 42a1de28-a1f2-43b5-8db3-9ffcb8c0e430 · outbound
This paper cites Guidelines for the reviewers, displayed on the data verification page.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks Guidelines for the reviewers, displayed on the data verification page
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T20:38:00.414246Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2371de70-773b-4d13-9fca-79bf01aed4a8 · outbound
This paper cites Data Verification.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks Data Verification
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T20:38:00.416903Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 879f0d55-06b6-42c0-8d29-a2e271c61856 · outbound
This paper cites Start Verification.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks Start Verification
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T20:38:00.419410Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 49f8f08e-d397-463d-ba0c-45b60a8dce9b · outbound
This paper cites Submit Verification Result.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks Submit Verification Result
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T20:38:00.421683Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a86342a5-25be-4bb3-8096-b627ebe48525 · outbound
This paper cites I don’t know the answer.
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks I don’t know the answer
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T20:38:00.424196Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Pith citing papers
Observation 87065359-f7c8-4d12-b1bd-c756b2f47da0 · inbound
A Survey on LLM-as-a-Judge cites this paper.
A Survey on LLM-as-a-Judge LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 8
- Resolution
- verified exact
- local_arxiv, observed 2026-05-23T17:35:44.233236Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fc7823f8-f28e-4b38-997c-1d039f92ef9f · inbound
Semantic Integrity Matters: Benchmarking and Preserving High-Density Reasoning in KV Cache Compression cites this paper.
Semantic Integrity Matters: Benchmarking and Preserving High-Density Reasoning in KV Cache Compression LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 35
- Resolution
- verified exact
- local_arxiv, observed 2026-05-23T04:17:31.206056Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5b3e7e35-31d4-4657-b486-35d5ac92efa7 · inbound
MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention cites this paper.
MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 2
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T20:38:00.425257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b8b52979-3ccf-4acf-89ae-ff4253ffb335 · inbound
Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions cites this paper.
Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T21:20:22.214060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a6e6f269-a5f5-471b-bf80-2261e7cdf64e · inbound
Kimi K2: Open Agentic Intelligence cites this paper.
Kimi K2: Open Agentic Intelligence LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T20:38:00.425257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 82e1f335-9913-4b0a-b091-c3dc8bf9e61f · inbound
SEAL: Structure and Element Aware Learning to Improve Long Structured Document Retrieval cites this paper.
SEAL: Structure and Element Aware Learning to Improve Long Structured Document Retrieval LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T14:54:05.362827Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2259c11-c277-4724-baf5-5408aa39b30c · inbound
Adaptive KV-Cache Compression without Manually Setting Budget cites this paper.
Adaptive KV-Cache Compression without Manually Setting Budget LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T11:10:56.339536Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9594f869-0768-4162-b5ab-2164c42e49c5 · inbound
Video Parallel Scaling: Aggregating Diverse Frame Subsets for VideoLLMs cites this paper.
Video Parallel Scaling: Aggregating Diverse Frame Subsets for VideoLLMs LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T18:36:44.119175Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 636a967b-4c93-4789-a3fc-863072673810 · inbound
Kimi Linear: An Expressive, Efficient Attention Architecture cites this paper.
Kimi Linear: An Expressive, Efficient Attention Architecture LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T20:38:00.425257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 45fe34df-18b6-4ff6-9f5c-a3ab67ead4cf · inbound
BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding cites this paper.
BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T22:21:18.662116Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7f3bb36f-358e-44ec-94d2-3d7d9f0e9c42 · inbound
MultiPath Memory Access: Breaking Host-GPU Bandwidth Bottlenecks in LLM Services cites this paper.
MultiPath Memory Access: Breaking Host-GPU Bandwidth Bottlenecks in LLM Services LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T21:58:35.743753Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 92c910f7-7760-4bbd-9e90-44a160fa926e · inbound
RepetitionCurse: Measuring and Understanding Router Imbalance in Mixture-of-Experts LLMs under DoS Stress cites this paper.
RepetitionCurse: Measuring and Understanding Router Imbalance in Mixture-of-Experts LLMs under DoS Stress LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 1967
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T13:34:27.680374Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06646c79-1746-44d7-9f6c-456058ff025b · inbound
Cost and Accuracy of Long-Term Memory in Distributed Multi-Agent Systems Based on Large Language Models cites this paper.
Cost and Accuracy of Long-Term Memory in Distributed Multi-Agent Systems Based on Large Language Models LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T11:01:43.574177Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f78d0af7-384d-4468-9dc7-3022f1be3623 · inbound
Efficient Evaluation of LLM Performance with Statistical Guarantees cites this paper.
Efficient Evaluation of LLM Performance with Statistical Guarantees LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T20:38:00.425257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7bdb59db-758b-4c0a-8486-921d6a48b5da · inbound
Kimi K2.5: Visual Agentic Intelligence cites this paper.
Kimi K2.5: Visual Agentic Intelligence LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T20:38:00.425257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7b91b948-0cf2-44d4-a74d-11a23d9a0d67 · inbound
ParisKV: Fast and Drift-Robust KV-Cache Retrieval for Long-Context LLMs cites this paper.
ParisKV: Fast and Drift-Robust KV-Cache Retrieval for Long-Context LLMs LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T03:37:50.089031Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4890c304-24af-41cc-a209-9921afe4fce1 · inbound
S2O: Early Stopping for Sparse Attention via Online Permutation cites this paper.
S2O: Early Stopping for Sparse Attention via Online Permutation LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T20:38:00.425257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c4c40748-529d-4a04-a0e7-a635babfade7 · inbound
Internalized Reasoning for Long-Context Visual Document Understanding cites this paper.
Internalized Reasoning for Long-Context Visual Document Understanding LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T20:38:00.425257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f6c892d1-7dce-47ca-9976-cb510c35bd74 · inbound
Internalized Reasoning for Long-Context Visual Document Understanding cites this paper.
Internalized Reasoning for Long-Context Visual Document Understanding LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T15:50:49.083652Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c305c41-13ce-4293-9a2a-a6a24235f38a · inbound
Too long; didn't solve cites this paper.
Too long; didn't solve LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T20:38:00.425257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e72bf671-1ebf-4e80-9136-6bfb28b2cbd2 · inbound
PolicyLong: Towards On-Policy Context Extension cites this paper.
PolicyLong: Towards On-Policy Context Extension LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T20:38:00.425257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b345f64f-8b1a-43b0-b32f-40d76d646f3c · inbound
MemExplorer: Navigating the Heterogeneous Memory Design Space for Agentic Inference NPUs cites this paper.
MemExplorer: Navigating the Heterogeneous Memory Design Space for Agentic Inference NPUs LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T20:38:00.425257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 520eb4c7-d000-4ced-b693-27d41a2677bf · inbound
Evaluating Multi-Hop Reasoning in RAG Systems: A Comparison of LLM-Based Retriever Evaluation Strategies cites this paper.
Evaluating Multi-Hop Reasoning in RAG Systems: A Comparison of LLM-Based Retriever Evaluation Strategies LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 4
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T20:38:00.425257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0db1359a-c7a7-43e6-9160-40ef73940dbb · inbound
An Answer is just the Start: Related Insight Generation for Open-Ended Document-Grounded QA cites this paper.
An Answer is just the Start: Related Insight Generation for Open-Ended Document-Grounded QA LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 44
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T20:38:00.425257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5865a45b-4bf6-429d-883f-58466214d165 · inbound
SparKV: Overhead-Aware KV Cache Loading for Efficient On-Device LLM Inference cites this paper.
SparKV: Overhead-Aware KV Cache Loading for Efficient On-Device LLM Inference LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 48
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T20:38:00.425257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7f751f32-7ab7-44e7-8d7d-be1bd96ed09a · inbound
Unifying Sparse Attention with Hierarchical Memory for Scalable Long-Context LLM Serving cites this paper.
Unifying Sparse Attention with Hierarchical Memory for Scalable Long-Context LLM Serving LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T20:38:00.425257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2ebd3edf-c93c-4af5-823e-457c710691dc · inbound
Telegraph English: Semantic Prompt Compression via Structured Symbolic Rewriting cites this paper.
Telegraph English: Semantic Prompt Compression via Structured Symbolic Rewriting LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 1
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T20:38:00.425257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 916d6fb6-c423-4d7f-a955-21c04aa38f66 · inbound
An Efficient Hybrid Sparse Attention with CPU-GPU Parallelism for Long-Context Inference cites this paper.
An Efficient Hybrid Sparse Attention with CPU-GPU Parallelism for Long-Context Inference LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T20:38:00.425257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 013b6995-1260-4408-ae8b-3a7b2f547ad1 · inbound
Make Each Token Count: Towards Improving Long-Context Performance with KV Cache Eviction cites this paper.
Make Each Token Count: Towards Improving Long-Context Performance with KV Cache Eviction LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 1
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T20:38:00.425257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 34a51c8f-96c3-4ef4-b6b8-8eff8fa91ef0 · inbound
MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models cites this paper.
MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 45
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T21:05:04.209777Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 954920ce-7e86-49df-9e2f-0c543f769b18 · inbound
CompactAttention: Accelerating Chunked Prefill with Block-Union KV Selection cites this paper.
CompactAttention: Accelerating Chunked Prefill with Block-Union KV Selection LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 23
- Resolution
- verified exact
- local_arxiv, observed 2026-05-19T21:22:47.986335Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 80e81a8e-ca55-48d0-aa30-10846a4447dd · inbound
Draft Less, Retrieve More: Hybrid Tree Construction for Speculative Decoding cites this paper.
Draft Less, Retrieve More: Hybrid Tree Construction for Speculative Decoding LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 1
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-20T07:03:06.083271Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bfd33b8f-ffec-4025-a15d-5fc5cd592954 · inbound
Mix-Quant: Quantized Prefilling, Precise Decoding for Agentic LLMs cites this paper.
Mix-Quant: Quantized Prefilling, Precise Decoding for Agentic LLMs LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T07:49:49.972396Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e4582de8-1476-4444-b2c6-6de991640fe4 · inbound
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline cites this paper.
Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-07-02T07:36:45.401425Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5cdc01c0-74e0-4f3e-a751-34e83ca4d5b7 · inbound
How Much Dense Attention is Necessary? Oracle-Guided Sparse Prefill for Full/GQA Layers in Hybrid Long-Context Models cites this paper.
How Much Dense Attention is Necessary? Oracle-Guided Sparse Prefill for Full/GQA Layers in Hybrid Long-Context Models LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-07-02T16:17:09.134221Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1c3b1429-4dd5-4416-9303-18173bbfd785 · inbound
Still: Amortized KV Cache Compaction in a Single Forward Pass cites this paper.
Still: Amortized KV Cache Compaction in a Single Forward Pass LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 61
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-02T16:47:10.149044Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 836676ee-4348-48f2-8274-839a03852910 · inbound
Achieving Cloud-Grade SLOs for Local Mixture-of-Experts Inference through CPU-GPU Hybrid Design cites this paper.
Achieving Cloud-Grade SLOs for Local Mixture-of-Experts Inference through CPU-GPU Hybrid Design LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T07:27:44.466295Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2b30b787-9acb-431b-a4a0-f8244d4530d4 · inbound
The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes cites this paper.
The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-06-27T13:00:56.050362Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 891732c6-0ce9-42f7-aa3b-507062626e86 · inbound
Exploration Structure in LLM Agents for Multi-File Change Localization cites this paper.
Exploration Structure in LLM Agents for Multi-File Change Localization LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T11:58:06.478688Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9d810950-5844-4ada-ba15-f840484c7556 · inbound
MemTrace: Probing What Final Accuracy Misses in Long-Term Memory cites this paper.
MemTrace: Probing What Final Accuracy Misses in Long-Term Memory LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 43
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-03T18:18:49.836881Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 65e1f3ea-7b7a-4118-99de-6378977ff1e5 · inbound
LegalWorld: A Life-Cycle Interactive Environment for Legal Agents cites this paper.
LegalWorld: A Life-Cycle Interactive Environment for Legal Agents LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 45
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-04T00:59:19.813499Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fb8f66b2-581a-48f3-8cbd-bb09ad82ce85 · inbound
Test-Time Training with Next-Token Prediction cites this paper.
Test-Time Training with Next-Token Prediction LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-07-04T07:09:37.450483Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 01a883ed-e55e-41a0-853a-f8d757606e09 · inbound
Optimizing CUDA like a Human: Micro-Profiling Tools as Expert Surrogates for LLM-Based GPU Kernel Optimization cites this paper.
Optimizing CUDA like a Human: Micro-Profiling Tools as Expert Surrogates for LLM-Based GPU Kernel Optimization LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-07-04T15:59:56.418032Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c882c256-398c-473d-b5a9-ae26b17003f3 · inbound
Turn-Averaged SAEs for Feature Discovery and Long-Context Attribution cites this paper.
Turn-Averaged SAEs for Feature Discovery and Long-Context Attribution LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T15:35:48.389368Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 90f3b55f-e311-467e-8f6b-c7624085a974 · inbound
CoCoScale: Leveraging Layer-wise Scaling to Unlock the Potential of Online LLM Serving cites this paper.
CoCoScale: Leveraging Layer-wise Scaling to Unlock the Potential of Online LLM Serving LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T21:08:24.159706Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e6a31db-f8cf-41de-8c5c-683d0477421c · inbound
Uncertainty-gated selection for block-sparse attention cites this paper.
Uncertainty-gated selection for block-sparse attention LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T22:15:14.580916Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8b269e2-085e-4f76-b0aa-791ec2358132 · inbound
UNIBROWSE: A Data-to-Agent Framework for Multimodal BrowseComp cites this paper.
UNIBROWSE: A Data-to-Agent Framework for Multimodal BrowseComp LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T10:51:16.019022Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a7f1a10d-9790-47e9-a803-8c988cda7288 · inbound
Cache-Aware Prompt Compression:A Two-Tier Cost Model for LLM API Caching cites this paper.
Cache-Aware Prompt Compression:A Two-Tier Cost Model for LLM API Caching LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T23:14:53.715023Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70c27d55-abd2-41eb-87ea-cce04d98831c · inbound
Windowed-MTP: Removing the Full-Context Draft-KV Tax at Million-Token Context cites this paper.
Windowed-MTP: Removing the Full-Context Draft-KV Tax at Million-Token Context LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T07:13:06.322955Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d781903-13b5-4533-9198-444390d591e6 · inbound
X$^3$-OPD: Distilling Reasoning into Large Audio-Language Models via On-Policy Alignment cites this paper.
X$^3$-OPD: Distilling Reasoning into Large Audio-Language Models via On-Policy Alignment LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 95
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T07:12:17.070993Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40e78ac4-1092-4d7b-8755-6881fb3e07e1 · inbound
CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention cites this paper.
CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T02:55:47.646679Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95675119-b04a-4523-8845-d0dc42cdb2e7 · inbound
CLBench-V: Evaluating Multimodal Context Learning from Grounding to Knowledge Acquisition cites this paper.
CLBench-V: Evaluating Multimodal Context Learning from Grounding to Knowledge Acquisition LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T02:55:23.352755Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f1184d0-7747-431d-9ba4-9b1405d0be97 · inbound
Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding cites this paper.
Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 84
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T11:54:22.062287Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dad34323-354c-42b1-ad83-b3bf3c668532 · inbound
PhyCheck: Fine-Grained Evidence-Grounded Dataset for Physical Law Understanding in Video-LLMs cites this paper.
PhyCheck: Fine-Grained Evidence-Grounded Dataset for Physical Law Understanding in Video-LLMs LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T13:43:50.544562Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.