Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T19:40:07.770441Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 1 inbound Pith citation observation for arXiv:2502.10051.
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 2026-08-07T19:40:07.770441Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-07T04:07:58.031100Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-12T10:41:30.818614Z
28 of 28 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 799687ca-c507-4d8f-a89a-a92c1e4c29aa · outbound
ORI: O Routing Intelligence Clustering analyzes provide evidence for these nuanced task differences, ensuring more accurate and context- sensitive model selection
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 92cdd388-b2d7-4a1d-8fce-a00f38db3ba0 · outbound
ORI: O Routing Intelligence perceptive router
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation be4576b1-2b6c-4129-ad66-dae8d7ad9cbe · outbound
ORI: O Routing Intelligence , pn} ⊂Rd represent a set ofn prompts embedded in ad-dimensional space
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6bae5da5-5a09-4a67-bd4b-76a1c13562b8 · outbound
ORI: O Routing Intelligence This grouping helps analyze how the 6 prompts within each cluster are distributed across benchmarks
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1c538959-9798-46e5-ab9e-b1c20260e4b6 · outbound
ORI: O Routing Intelligence For example: To identify the benchmark that dominates clusterk, we select the indexj∗(k) that satisfies: j∗(k) = arg max 1≤j≤p Dk,j
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9249269d-5645-4529-86dc-26f7d729571f · outbound
ORI: O Routing Intelligence (a) Silhouette Scores: • The scores showed variability, but generally improved with more clusters
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 75d2e14f-92d9-4b75-a7ee-3ee0cc1a3fbe · outbound
ORI: O Routing Intelligence Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e8987dee-b34b-48a2-8d46-74c3b995c304 · outbound
ORI: O Routing Intelligence Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b40306ad-b9c4-495d-b8d2-a61437e7a84f · outbound
ORI: O Routing Intelligence 2Token generation speeds were calculated by dividing the total number of tokens generated by the total processing time (in seconds)
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 89a4b51a-aa24-4873-8d33-7ff8d4cf09fa · outbound
ORI: O Routing Intelligence Language Models are Few-Shot Learners
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83450dd8-4dbc-4702-ac0f-d543268d553e · outbound
ORI: O Routing Intelligence & Petrov, S
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 76bd4c48-1ade-4646-aa8b-06d478f2fc60 · outbound
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f302d72-f1b1-4472-a43b-44949bc5e6c1 · outbound
ORI: O Routing Intelligence Theory of Deep Learning III: explaining the non-overfitting puzzle
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8bb3a688-d4b9-484b-a919-1b8a14181cbd · outbound
ORI: O Routing Intelligence MetaLLM: A High-performant and Cost-efficient Dynamic Framework for Wrapping LLMs
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d929815-5c15-4dd3-ba47-416a6795dd12 · outbound
ORI: O Routing Intelligence OptLLM: Optimal Assignment of Queries to Large Language Models
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88387d0c-629c-4c2e-9046-5f4c330faecc · outbound
ORI: O Routing Intelligence RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8dacfba8-0858-4a5f-bf66-5d06a39deab9 · outbound
ORI: O Routing Intelligence RouteLLM: Learning to Route LLMs with Preference Data
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91be5564-90b9-4087-adf9-5667b03707f3 · outbound
ORI: O Routing Intelligence AutoMix: Automatically Mixing Language Models
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 973b8148-f3d5-4df6-bd80-1f6ed67cc6ab · outbound
ORI: O Routing Intelligence K., Srivatsa, K
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7c8b9c3b-9cc4-47fc-b92a-da029a633017 · outbound
ORI: O Routing Intelligence EmbedLLM: Learning Compact Representations of Large Language Models
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d81322d-e1ce-4900-a9a5-bbd43f1a676d · outbound
ORI: O Routing Intelligence Smoothie: Label Free Language Model Routing
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 460dcfb4-ea89-4434-a933-4f160c106803 · outbound
ORI: O Routing Intelligence GraphRouter: A Graph-based Router for LLM Selections
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e55ed76-1e29-4eb2-9450-f90455ede7fd · outbound
ORI: O Routing Intelligence Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b76a67a-5d4a-49b6-a023-efee868e85c9 · outbound
ORI: O Routing Intelligence EcoAssistant: Using LLM Assistant More Affordably and Accurately
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91febde8-3983-47fe-8c9f-78dcbfbc7317 · outbound
ORI: O Routing Intelligence Large Language Model Routing with Benchmark Datasets
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27168892-f13b-41cc-9baa-4c8bb3748042 · outbound
ORI: O Routing Intelligence Tryage: Real-time, intelligent Routing of User Prompts to Large Language Models
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cca31f8b-28f7-4787-952c-a5dcb5af890a · outbound
ORI: O Routing Intelligence LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 01a10894-d239-4929-8d14-b6fc7f6a81bf · outbound
ORI: O Routing Intelligence (2023).FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 145e7cb0-b5f6-4e30-9d15-b51cffea940a · inbound
Replacing Parameters with Preferences: Federated Alignment of Heterogeneous Vision-Language Models ORI: O Routing Intelligence
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.