Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T03:05:06.069642Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2510.26083.
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 2026-05-18T03:05:06.069642Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-17T21:28:18.630934Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-05-17T21:30:18.220290Z
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 88f669fe-b95c-49dc-8800-cfc21c1a27ba · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Just read twice: closing the recall gap for recurrent language models
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 70e17881-b8c8-43c2-8750-3e1d895bab59 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation bd8b3381-2d04-44c1-88ce-dc7001c99333 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Titans: Learning to Memorize at Test Time
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a853d1cc-0661-48cf-9e7d-9e8337a055a1 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Improving language models by retrieving from trillions of tokens
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 585062f0-1fe7-430d-902a-729acaf665cd · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Ai-based reconstruction for fast MRI—a systematic review and meta-analysis.Proceedings of the IEEE, 110(2):224–245
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8cd12a7c-2ddd-42ac-9287-7a9a797f369c · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ea12791a-8867-4e9e-a5cb-c47f9687adeb · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6956c010-70db-4c0f-b442-e4a46c5deaa6 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Online meta-learning
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8d3997a7-72b2-45c8-b6e9-534e8b3c774e · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Sliding Window Attention Training for Efficient Large Language Models
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 72598873-5214-467e-9c12-8549c7350057 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Accelerated MRI reconstructions via variational network and feature domain learning
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ac201997-6105-40c9-ac2c-ce3411892bb2 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Mamba: Linear-Time Sequence Modeling with Selective State Spaces
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 19fa69a8-2765-403f-8f13-90135d012582 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e05c2644-f934-4eec-b8d7-0859061b6f1b · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism RULER: What's the Real Context Size of Your Long-Context Language Models?
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 54f56a21-15a2-4b55-8737-d188f380dbd4 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism A unified model for compressed sensing MRI across undersampling patterns
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e100a9df-ae79-4bba-866d-bb46ba32ab23 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Mixtral of Experts
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 099acc0f-67a6-4647-a2fa-e14bd1ea443c · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 54be759d-4ce1-43bf-8b7e-82fc9cea6d83 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Transformers are rnns: Fast autoregressive transformers with linear attention
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 16b68ea1-06c1-4fa4-b6e1-a50240189aac · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Generalization through Memorization: Nearest Neighbor Language Models
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 13712dcd-046d-4c49-989a-225eab4ae4c1 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e725d736-c4ea-48c2-81a7-93a613e0a528 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e2817547-5fa5-4012-88a5-2b9500f60f2a · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Holistic Evaluation of Language Models
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 310df80f-a484-4cd6-bcc8-45d0734188a9 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Jamba: A Hybrid Transformer-Mamba Language Model
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 5af77546-02b5-4360-bb2d-6999dbacc323 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ed1843cc-7cea-42d2-952b-bddeac8dc91c · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Decoupled Weight Decay Regularization
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3db98430-0803-4d41-9b8e-114da62ca37c · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism The fineweb datasets: Decanting the web for the finest text data at scale.Advances in Neural Information Processing Systems, 37:30811–30849
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 0a647390-d472-4e69-8b89-a79fd406c831 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism RWKV: Reinventing RNNs for the Transformer Era
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 7214c596-b6ed-43d2-bb28-2fa4fca889b6 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Eagle and finch: RWKV with matrix-valued states and dynamic recurrence, apr 2024
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 546e8b15-cf99-48c5-99fe-6d3eb6a9813e · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism RWKV-7 "Goose" with Expressive Dynamic State Evolution
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4b894af1-4bf3-4a35-8a49-af66b2722404 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism HGRN2: Gated Linear RNNs with State Expansion
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ceb7e545-61e8-47da-8e6e-7e2d06eedcce · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 62462b60-06fb-4126-8979-c2ef8386702e · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Toolformer: Language Models Can Teach Themselves to Use Tools
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4cdc8dfe-1f6f-4942-8990-2a87972e2630 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism MedGemma Technical Report
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 75616aa9-cee2-48f2-a160-8234f8ecb872 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Emerging trends in fast MRI using deep-learning reconstruction on undersampled k-space data: a systematic review.Bioengineering, 10(9):1012
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 61f990bf-f69d-48b2-8c8f-dd9f1f05fd48 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism End-to-end variational networks for accelerated MRI reconstruction
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 854d13bd-fdbf-443a-a3c1-f9df365e5b8a · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8a982e0a-fb52-4b2b-9d12-6f43ecde33f9 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Roformer: Enhanced transformer with rotary position embedding.Neurocomputing, 568:127063
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2ea04963-f7dc-4e8d-b234-c34e4502b979 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Learning to (Learn at Test Time): RNNs with Expressive Hidden States
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1b03840b-dc98-4e49-bc32-e927a16040f8 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Retentive Network: A Successor to Transformer for Large Language Models
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ef9d3495-85b0-4924-a2d9-84ec0e7f5cec · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Jamba-1.5: Hybrid Transformer-Mamba Models at Scale
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f30da419-7e95-4ac7-a181-6667e400e498 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Meta-learning
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation ebf256cf-c535-49d5-96a9-465eec0a3edd · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Attention is all you need
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6b676254-3800-47f2-aff7-da6f9fc23cb0 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Advances and challenges in meta-learning: A technical review.IEEE transactions on pattern analysis and machine intelligence, 46(7):4763–4779
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e387b4e7-9c9e-4513-b7bb-b14d6f53b88f · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 165af228-26cc-49bc-a268-702f596d2dcc · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Rabe, DeLesley Hutchins, and Christian Szegedy
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 34b01e09-4821-47ee-8626-a43cf0fa20e3 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2c7c4f8b-9510-468a-90ef-3938ee3967c0 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Parallelizing Linear Transformers with the Delta Rule over Sequence Length
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2a25d378-8d01-402c-be79-f6fb80e19cc1 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Gated Delta Networks: Improving Mamba2 with Delta Rule
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 71226240-2f40-4002-8190-98c599b2b317 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism React: Synergizing reasoning and acting in language models
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 1bf75fb2-c24a-494a-b923-7471adbdbf60 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Tokens-to-token vit: Training vision transformers from scratch on imagenet
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation e646804e-da84-4cb6-9f0b-0236ee833530 · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism fastMRI: An Open Dataset and Benchmarks for Accelerated MRI
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 4057c983-136d-4cc4-b96e-222332db493b · outbound
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism Towards Building Specialized Generalist AI with System 1 and System 2 Fusion
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 20117863-f0ba-4c45-b26b-01b4613320e2 · inbound
AsyncVLA: Asynchronous Flow Matching for Vision-Language-Action Models Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.