Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-12T05:40:56.557646Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2607.02980.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-12T05:40:56.557646Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-31T11:49:11.671759Z
A source-named dated measurement, never combined with another source.
Source: cited_works
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 2eb64c77-23c0-476e-85f8-a772b4ff3e7c · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Language models are few-shot learners
Reference 1
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Unavailable: canonical work link unavailable.
Observation 34930743-82ec-4477-9df2-68251098acf8 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling GPT-4 Technical Report
Reference 2
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Unavailable: canonical work link unavailable.
Observation ec48742f-c459-4bc0-a86a-403df44cccdf · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Ringattention with blockwise transformers for near-infinite context
Reference 3
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Observation 8773a429-c908-4866-b31a-46822a454302 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Efficient length-generalizable attention via causal retrieval for long-context language modeling
Reference 4
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Observation 17a45e6a-823a-47b9-ac14-4698687336b2 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Native sparse attention: Hardware-aligned and natively trainable sparse attention
Reference 5
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Unavailable: canonical work link unavailable.
Observation 5cb92a38-82cb-45da-9c9c-c78b1ab8dd38 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling MoBA: Mixture of Block Attention for Long-Context LLMs
Reference 6
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Observation f6d71465-b57f-473f-9d72-473ebacc8f7b · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Nosa: Native and offloadable sparse attention,
Reference 7
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Observation 7f65b2b7-da87-4d54-ba3c-af7082b61107 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Unresolved cited work
Reference 8
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Unavailable: canonical work link unavailable.
Observation 25e20da4-6683-45c2-9d06-3eeaf97c104c · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Random-access infinite context length for transformers
Reference 9
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Observation 217fb610-a863-4caf-848f-c46c5b852002 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling RULER: What's the Real Context Size of Your Long-Context Language Models?
Reference 10
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Observation 6e1348ee-951a-49e9-91d4-66de81d2f2c0 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Longbench: A bilingual, multitask benchmark for long context understanding
Reference 11
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Unavailable: canonical work link unavailable.
Observation 92c3a0ce-0857-4a7e-85c9-fa4e2ca2ad0d · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling YaRN: Efficient context window extension of large language models
Reference 12
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Unavailable: canonical work link unavailable.
Observation 5fe7ba32-cb6c-42d6-811c-94fefdf0d91f · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Unresolved cited work
Reference 13
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Observation d7d874e0-21e1-48a4-ab53-12e2bbbc76c0 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling MiniMax Sparse Attention
Reference 14
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Unavailable: canonical work link unavailable.
Observation 29165f26-caea-4d0c-b9a1-519ddc4ef9b5 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Qwen3 Technical Report
Reference 15
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Unavailable: canonical work link unavailable.
Observation a0eeb4ec-c1e0-4a04-9783-026b7ddbdb38 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Roformer: Enhanced transformer with rotary position embedding.Neurocomputing, 568:127063, 2024
Reference 16
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Unavailable: canonical work link unavailable.
Observation 07ccf919-1941-42ef-a4da-1936a14c631d · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling HoPE: A novel positional encoding without long-term decay for enhanced context awareness and extrapolation
Reference 17
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Observation 2e95ecd2-8605-4478-a694-1e940fd4a8e2 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling GQA: Training generalized multi-query transformer models from multi-head checkpoints
Reference 18
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Unavailable: canonical work link unavailable.
Observation 47593d0b-0359-4689-83b8-528d3aad2dc9 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Fast inference from transformers via speculative decoding
Reference 19
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Unavailable: canonical work link unavailable.
Observation 9947f1f7-56d7-436a-afb2-71d950ce5b47 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Language models are unsupervised multitask learners.OpenAI Technical Report, 2019
Reference 20
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Unavailable: canonical work link unavailable.
Observation 6e7bc4cc-7b70-4e85-a77e-2cdab854799c · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Rattention: Towards the minimal sliding window size in local-global attention models, 2025
Reference 21
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Unavailable: canonical work link unavailable.
Observation baa60914-cc84-4f73-91f5-3bc3f6b31e7e · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Unresolved cited work
Reference 22
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Unavailable: canonical work link unavailable.
Observation db6737fa-c185-44b1-a272-8815764a89af · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling DashAttention: Differentiable and Adaptive Sparse Hierarchical Attention
Reference 23
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Observation ae363642-9bf0-4d8f-bb92-7602650eef04 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Infllm-v2: Dense-sparse switchable attention for seamless short-to-long adaptation, 2025
Reference 24
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Observation 0f273f31-422c-43cb-9ceb-00faaf201f69 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Every token counts: Gener- alizing 16m ultra-long context in large language models
Reference 25
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Unavailable: canonical work link unavailable.
Observation d6e90398-6c6a-46bd-9bb5-3f8eef7e7fd2 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling dolma3_longmino_mix-50b-1025 dataset
Reference 26
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Unavailable: canonical work link unavailable.
Observation 3eb0b007-87fd-40e1-848b-91b2ad09de29 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Olmo-3-1025-7b (stage1-step999000)
Reference 27
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Unavailable: canonical work link unavailable.
Observation 2f4b10b8-1d3b-40f1-b280-0490f488d892 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Olmo 3
Reference 28
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Unavailable: canonical work link unavailable.
Observation 303e54f1-e3b4-4172-9751-c76ff02f98a7 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling SGLang: Efficient Execution of Structured Language Model Programs
Reference 29
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Unavailable: canonical work link unavailable.
Observation d9669ab1-3d6d-455d-91be-929e3fdbc354 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
Reference 30
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Unavailable: canonical work link unavailable.
Observation b285cdf4-9467-4eef-a267-1ec0c423dd1d · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs
Reference 31
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Unavailable: canonical work link unavailable.
Observation da987b74-1eb0-417a-bdac-07e845b9065c · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Hardware-aligned hierarchical sparse attention for efficient long-term memory access.Advances in Neural Information Processing Systems, 38:88925–88950,
Reference 32
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Unavailable: canonical work link unavailable.
Observation c6c9495c-bae7-4590-bb50-3809c920a931 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Understanding and improving length generalization in hierarchical sparse attention models
Reference 33
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Unavailable: canonical work link unavailable.
Observation fc5bbf46-6c84-4dc5-8e72-f1ffa29fc55a · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling The faiss library.IEEE Transactions on Big Data, 12(2):346–361, 2026
Reference 34
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Observation 0d0e754e-9bc2-428c-8da6-565d9fa21d6b · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Dolma 3 mix 6t-1025-7b dataset
Reference 35
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Observation 0f411e60-f8a7-40b4-8cfd-35de3d95eadb · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling The lambada dataset: Word prediction requiring a broad discourse context
Reference 36
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Observation 5329cc48-bf44-44a8-88ff-32873767751b · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Hellaswag: Can a machine really finish your sentence? InProceedings of the 57th annual meeting of the association for computational linguistics, pages 4791–4800, 2019
Reference 37
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Unavailable: canonical work link unavailable.
Observation 86bf55b9-258b-44e2-8be7-e83a404c2416 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Piqa: Reasoning about physical common- sense in natural language
Reference 38
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Observation 4e295f4f-e20a-4fbe-bba1-1d7ca27d940f · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Winogrande: An adversarial winograd schema challenge at scale.Communications of the ACM, 64(9):99–106, 2021
Reference 39
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Observation 6681cec1-207e-4b6b-9ca0-8d422554f1ec · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Can a suit of armor conduct electricity? a new dataset for open book question answering
Reference 40
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Unavailable: canonical work link unavailable.
Observation e1e7934f-e603-465c-8792-b204af0cde50 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
Reference 41
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Observation f620287b-1372-4f80-81b9-d35a88006dc7 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Measuring massive multitask language understanding.Proceedings of the International Conference on Learning Representations (ICLR), 2021
Reference 42
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Observation cc67cd23-2f20-4c67-a0d9-4dea8e6ca608 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Unresolved cited work
Reference 43
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Unavailable: canonical work link unavailable.
Observation 6a80f55e-ff32-4f82-a1c8-3d653b10492a · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling BoolQ: Exploring the surprising difficulty of natural yes/no questions
Reference 44
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Unavailable: canonical work link unavailable.
Observation 52f99ebb-3173-4731-9e08-783b2aabcdea · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling RACE: Large-scale ReAding comprehension dataset from examinations
Reference 45
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Observation 41bad85f-b01e-446c-9c98-289b6466dcd3 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling CMATH: Can Your Language Model Pass Chinese Elementary School Math Test?
Reference 46
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Unavailable: canonical work link unavailable.
Observation 0a81a954-a59f-4135-863d-6966df4731b1 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Training Verifiers to Solve Math Word Problems
Reference 47
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Observation 495266bb-87a8-4fb5-bad5-983b142b88ea · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution
Reference 48
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Observation 1950537a-21f8-4a9f-a106-e4e445b091a5 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Is your code generated by chatGPT really correct? rigorous evaluation of large language models for code generation
Reference 49
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Observation 14135837-3c3e-4057-9558-449eb5afe4e0 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Evaluating language models for efficient code generation
Reference 50
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Observation 15270d1a-3bd3-461a-a3c5-877816679de1 · outbound
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Program Synthesis with Large Language Models
Reference 51
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Observation 14757c3e-1a75-4357-91d4-012f5450664d · inbound
LOCKS: Page-Local Compact Key Summaries for Efficient Long-Context Decoding Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling
Reference 26
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