Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-13T23:49:10.555255Z
Paper Citation Record · LEDGER
As of 4 August 2026, this Paper Citation Record lists 100 of 129 outbound references and 81 inbound Pith citation observations for arXiv:2510.26692.
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 2026-05-13T23:49:10.555255Z
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 2026-08-04T06:42:11.328087Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-10T14:57:14.481929Z
100 of 129 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 75a27a1d-a0e5-4c0a-8d8f-60cfd9baf605 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture gpt-oss-120b & gpt-oss-20b Model Card
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f2d765b8-51d0-48cd-a621-a28bd003202a · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture CoLT5: Faster Long-Range Transformers with Conditional Computation
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cc70616c-5253-48ff-8a81-228a14e420d9 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5d1858b2-c388-4cfa-830b-efa7740dcf43 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Simple linear attention language models balance the recall-throughput tradeoff
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2ddd84e6-3e43-4f36-a05c-f83b5bde0427 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Zoology: Measuring and Improving Recall in Efficient Language Models
Reference 5
Source-reported events for the cited work
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Observation 636a967b-4c93-4789-a3fc-863072673810 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4dfe037c-6222-4d49-aa87-1d2c90222dfa · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Round and Round We Go! What makes Rotary Positional Encodings useful?
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0a88c6d3-38f2-435a-81e3-042c953e7f23 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture ATLAS: Learning to Optimally Memorize the Context at Test Time
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2717f60e-5f6c-49f3-b72f-aa29a46d53e9 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Unlimiformer: Long-range transformers with unlimited length input
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ded99052-3d15-4837-bd9d-9b946ac9685d · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Lessons from the Trenches on Reproducible Evaluation of Language Models
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation acfb3d28-48e5-4f49-ac96-bd31f034edd1 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture The WY Representation for Products of Householder Matrices
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 17536ca1-0ea1-4476-ae2f-a8009bac0b87 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models
Reference 12
Source-reported events for the cited work
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Observation 5881d725-3ebe-43e6-88bf-6fa63390aced · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Long Code Arena: a Set of Benchmarks for Long-Context Code Models
Reference 13
Source-reported events for the cited work
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Observation d02947d1-91e6-43d1-ae15-88cb8b793b05 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
Reference 14
Source-reported events for the cited work
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Observation c5da126a-83fa-493a-b4b9-4efedce0b6df · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 679ced53-34f0-4da6-bb84-d5b744f83fb7 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 376c4780-c4d2-4c3a-9b57-17258484afa4 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 29562b0a-dbf4-45fb-b00f-47df45236b92 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 75b71539-d593-4791-b654-56dac58c0a93 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture DeepSeek-V3 Technical Report
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c40f6a54-1ad0-431c-b955-beb850f50ded · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture LongNet: Scaling Transformers to 1,000,000,000 Tokens
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7e58ddc8-49b7-4210-99fb-3d42baf23d55 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Flex Attention: A Programming Model for Generating Optimized Attention Kernels
Reference 21
Source-reported events for the cited work
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Observation 2877e21b-05ea-4b5d-99a9-8fb659bc4e14 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Hymba: A Hybrid-head Architecture for Small Language Models
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a8ff28fd-ee9b-4060-a851-90f199868b08 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Jacob Dunefsky, Philippe Chlenski, and Neel Nanda
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 14ffcf2d-481a-441f-8541-849cc8083d27 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Native Hybrid Attention for Efficient Sequence Modeling
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4eab9d81-4c41-42d1-bbb6-c14914f23626 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Moa: Mixture of sparse attention for automatic large language model compression.arXiv preprint arXiv:2406.14909
Reference 25
Source-reported events for the cited work
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Observation ed9b015b-6b73-4953-b781-6081c3887c81 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Are We Done with MMLU?
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e2f45a81-9831-4efe-9fca-4ac25e8fd3f7 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8c9cb472-c460-496f-9e04-0630f0a582ec · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture How ordinary elimination became Gaussian elimination
Reference 28
Source-reported events for the cited work
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Observation eb8bed08-9d2f-4796-952b-f217bf44ba12 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Mamba: Linear-Time Sequence Modeling with Selective State Spaces
Reference 29
Source-reported events for the cited work
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Observation d08418ee-58b2-4036-93ce-ba1bea843c40 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Unresolved cited work
Reference 30
Source-reported events for the cited work
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Observation 948722bc-294c-4f53-af35-4dc9204c0ea6 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Efficiently Modeling Long Sequences with Structured State Spaces
Reference 31
Source-reported events for the cited work
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Observation 8ac8f492-1d49-43d1-917b-195797da74e1 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture When Attention Sink Emerges in Language Models: An Empirical View
Reference 32
Source-reported events for the cited work
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Observation 84818da9-debf-410e-a5bb-f20cdf2b403e · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Jet-nemotron: Efficient language model with post neural architecture search
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 05e17856-bb91-43a2-9378-96d8571aa527 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation eb9b74d4-1501-49d9-9d20-2c8883a80055 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Log-linear attention
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ed4b7bb6-583d-4e6d-8d38-8bab179db898 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Star-Transformer
Reference 36
Source-reported events for the cited work
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Observation 0e2fe11a-7e44-4f1a-b85f-67d5ffdca829 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Measuring Massive Multitask Language Understanding
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b90d53ba-c434-43a9-ac51-62f0a70ee9d5 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Training Compute-Optimal Large Language Models
Reference 38
Source-reported events for the cited work
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Observation 34e7ecfc-c416-4ea7-8b3f-9ba281284098 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture RULER: What's the Real Context Size of Your Long-Context Language Models?
Reference 39
Source-reported events for the cited work
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Observation e34218d9-33eb-480f-8fd9-d3226c42f60d · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Attractor memory for long-term time series forecasting: A chaos perspective
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 047ee04a-b254-41b2-a058-aa7b20cab988 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Thomas Jiralerspong and Trenton Bricken
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1954f43f-480a-4efb-ba53-c9008c540c5a · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e7e53e90-78b1-431e-9d69-755916779dfd · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Transformer Quality in Linear Time
Reference 43
Source-reported events for the cited work
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Observation 59103331-d6ed-4ffa-9dc3-c9378bdf9eef · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture C-eval: A multi-level multi-discipline chinese evaluation suite for foundation models
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 68561cd7-b80b-4212-972c-1f0c39b714a3 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code
Reference 45
Source-reported events for the cited work
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Observation f3f7ac2c-eccf-44b4-984b-62f8888dbd4a · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Repeat After Me: Transformers are Better than State Space Models at Copying
Reference 46
Source-reported events for the cited work
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Observation 81013637-b007-403d-aaca-b00036e19c08 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Accumulating Householder transformations, revisited
Reference 47
Source-reported events for the cited work
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Observation 3983a4af-1161-4ea9-8e75-a971fa53e833 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 35c11660-bed0-4b52-81df-d6d0d621f45f · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Transformers are RNNs: Fast Autoregressive Transformers with Linear Atten- tion
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c521ae1d-8a1a-4493-a0a5-8d9449e64c12 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture The impact of positional encoding on length generalization in transformers
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation faeaa538-5459-4389-9b05-cb3338ffc3ff · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Kimi K2: Open Agentic Intelligence
Reference 51
Source-reported events for the cited work
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Observation b2461766-1f12-4100-b088-17f01c4a9472 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Reformer: The Efficient Transformer
Reference 52
Source-reported events for the cited work
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Observation a6e6f308-c48e-4923-8db8-e70cfcc702be · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f62f61dc-fe95-4e78-89a6-67d73daa04b5 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture A Survey of Post-Training Scaling in Large Language Models
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 41f191aa-887b-4a77-a4c0-0843758cf62a · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Liger: Linearizing Large Language Models to Gated Recurrent Structures
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8a1e6dc6-6aab-41c5-a027-3b284471c40a · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture CMMLU: Measuring massive multitask language understanding in Chinese
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4e0ce683-6424-4b9f-a2fb-34bf4320199e · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Transmamba: Flexibly switching between transformer and mamba.arXiv preprint arXiv:2503.24067, 2025b
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 20d4351b-17cc-48ec-9a5c-5248a811f133 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Unresolved cited work
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4e60121f-f687-41c5-9d8f-0ca7cd8355d7 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Forgetting Transformer: Softmax Attention with a Forget Gate
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4f8c4a8a-ea21-43e5-9fac-0fe197c718e9 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Longhorn: State Space Models are Amortized Online Learners
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 63a52458-4462-4cf0-8b58-cc0cd304b900 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6d4576bf-5aa8-450f-a4d3-344d67b44281 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture RepoQA: Evaluating Long Context Code Understanding
Reference 62
Source-reported events for the cited work
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Observation 51d4eab7-67fa-46b7-8794-9dbc0d13dfbf · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Muon is Scalable for LLM Training
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2242e950-55d2-4337-8d75-0495dc20700b · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture MoBA: Mixture of Block Attention for Long-Context LLMs
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 66200db6-62e7-4e3c-913a-2c1d69659a7b · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture The Illusion of State in State-Space Models
Reference 65
Source-reported events for the cited work
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Observation 8a415a66-6174-4cbf-8015-4c889de3c5a6 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture The Parallelism Tradeoff: Limitations of Log-Precision Transformers
Reference 66
Source-reported events for the cited work
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Observation e911b3eb-3eb6-4c01-be23-aac7d558d4b8 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture MiniMax-01: Scaling Foundation Models with Lightning Attention
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 77b4b1ca-7e21-4101-ab2c-95d04947c275 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 882a95b9-ebc0-4a5d-bb80-7780dfd87455 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Metalearning with Hebbian Fast Weights
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 441b5449-afc3-4228-9ee1-2bbd26e46761 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Metalearned Neural Memory
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cf36d8cf-b571-431a-a695-936aba8aa585 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture Training language models to follow instructions with human feedback
Reference 71
Source-reported events for the cited work
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Observation e7b91b86-1c81-4291-a7cb-f4248c0551a6 · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture RWKV-7 "Goose" with Expressive Dynamic State Evolution
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 12509223-439c-4f37-b229-c193ab976e8e · outbound
Kimi Linear: An Expressive, Efficient Attention Architecture YaRN: Efficient Context Window Extension of Large Language Models
Reference 73
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Reference 79
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Reference 31
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Reference 37
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Reference 61
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Memory-Managed Long-Context Attention: Bounded Editable Memory with a Hard Lifecycle and Calibrated Sparse Fallback Kimi Linear: An Expressive, Efficient Attention Architecture
Reference 9
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Reference 56
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Reference 56
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Reference 22
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HYPIC: Accelerating Hybrid-Attention LLM Serving with Position-Independent Caching Kimi Linear: An Expressive, Efficient Attention Architecture
Reference 21
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Reference 8
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Reference 33
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Reference 19
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Reference 4
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Reference 54
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Reference 26
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The Capability Convergence Hypothesis: Capability from Access Structure, Not Scale Kimi Linear: An Expressive, Efficient Attention Architecture
Reference 27
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Reference 44
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Reference 42
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Reference 41
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Reference 14
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Reference 36
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Reference 32
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Reference 37
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Reference 78
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Reference 39
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