Paper Citation Record · LEDGER

Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 33 inbound Pith citation observations for arXiv:2311.08692.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2311.08692 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 33 of 33 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:32:08.493334Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-06-29T14:13:30.213537Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9926eabf-7770-43fb-ab6f-df1b602d0f6f · inbound

RouteLLM: Learning to Route LLMs with Preference Data cites this paper.

RouteLLM: Learning to Route LLMs with Preference Data Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:27:40.641302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e9272aee-7acf-4ea7-9ca8-1c6e9ba74364 · inbound

Adaptive Routing of Text-to-Image Generation Requests Between Large Cloud Model and Light-Weight Edge Model cites this paper.

Adaptive Routing of Text-to-Image Generation Requests Between Large Cloud Model and Light-Weight Edge Model Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T16:16:26.246128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b219d3b-90b1-4613-b0ab-da9dcec7883c · inbound

Composition of Experts: A Modular Compound AI System Leveraging Large Language Models cites this paper.

Composition of Experts: A Modular Compound AI System Leveraging Large Language Models Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T04:41:03.398479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57277969-8989-45d8-921a-362d10797cda · inbound

PickLLM: Context-Aware RL-Assisted Large Language Model Routing cites this paper.

PickLLM: Context-Aware RL-Assisted Large Language Model Routing Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T17:29:02.785736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa2ae178-81b5-4355-99b9-07f9d5b52544 · inbound

Trigger$^3$: Refining Query Correction via Adaptive Model Selector cites this paper.

Trigger$^3$: Refining Query Correction via Adaptive Model Selector Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T13:53:39.345921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0691b77-c426-4ad2-885d-5efba5a35940 · inbound

Channel Merging: Preserving Specialization for Merged Experts cites this paper.

Channel Merging: Preserving Specialization for Merged Experts Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T12:40:16.205215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b5a381e-a7cc-4c01-8216-a741e5be06f6 · inbound

Unsupervised Query Routing for Retrieval Augmented Generation cites this paper.

Unsupervised Query Routing for Retrieval Augmented Generation Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T20:40:24.614688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26cd1e96-7607-4fa0-b425-3844ef8e213e · inbound

Faster Machine Translation Ensembling with Reinforcement Learning and Competitive Correction cites this paper.

Faster Machine Translation Ensembling with Reinforcement Learning and Competitive Correction Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T14:33:23.104079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 517ea66b-70f8-406e-be2c-9311ec9283b1 · inbound

What should an AI assessor optimise for? cites this paper.

What should an AI assessor optimise for? Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-09T19:24:07.381061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 066b67fa-bd07-41a5-995a-5b4f6ab1a320 · inbound

Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial? cites this paper.

Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial? Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T18:11:28.148319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2b8a880-4c2a-4ee9-a89f-fe0377bb164d · inbound

Fast Large Language Model Collaborative Decoding via Speculation cites this paper.

Fast Large Language Model Collaborative Decoding via Speculation Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T19:34:42.841795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16ca6e8b-007c-4e4d-8b93-4a380184e658 · inbound

CITER: Collaborative Inference for Efficient Large Language Model Decoding with Token-Level Routing cites this paper.

CITER: Collaborative Inference for Efficient Large Language Model Decoding with Token-Level Routing Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-09T13:58:45.374081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7118ebd6-14d2-4dce-838f-52385c04b611 · inbound

LLM Bandit: Cost-Efficient LLM Generation via Preference-Conditioned Dynamic Routing cites this paper.

LLM Bandit: Cost-Efficient LLM Generation via Preference-Conditioned Dynamic Routing Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-09T11:22:28.917976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f85f4faa-ccea-41f0-a253-87dd79a6ca6e · inbound

When One LLM Drools, Multi-LLM Collaboration Rules cites this paper.

When One LLM Drools, Multi-LLM Collaboration Rules Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-08T22:33:09.450594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abb4ff25-5c78-44c5-8e4d-d0fa3d6d76a8 · inbound

KABB: Knowledge-Aware Bayesian Bandits for Dynamic Expert Coordination in Multi-Agent Systems cites this paper.

KABB: Knowledge-Aware Bayesian Bandits for Dynamic Expert Coordination in Multi-Agent Systems Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T13:08:22.741204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2272bea2-deb1-4b2b-94ca-5171387e14df · inbound

Rethinking Predictive Modeling for LLM Routing: When Simple kNN Beats Complex Learned Routers cites this paper.

Rethinking Predictive Modeling for LLM Routing: When Simple kNN Beats Complex Learned Routers Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-22T15:14:57.357049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b2f5239e-f702-4185-8ac9-c9ea9028a953 · inbound

LightRouter: Towards Efficient LLM Collaboration with Minimal Overhead cites this paper.

LightRouter: Towards Efficient LLM Collaboration with Minimal Overhead Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T15:11:17.453059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2c06686-1f11-4f30-95ad-ab6ad3ccc422 · inbound

Enabling Flexible Multi-LLM Integration for Scalable Knowledge Aggregation cites this paper.

Enabling Flexible Multi-LLM Integration for Scalable Knowledge Aggregation Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:01.189304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11edae38-5819-4987-b16c-6c22dc203e40 · inbound

One for All: Update Parameterized Knowledge Across Multiple Models cites this paper.

One for All: Update Parameterized Knowledge Across Multiple Models Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:02:17.457767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15ecc7a5-f4da-4959-a30b-e16fd330591c · inbound

IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory cites this paper.

IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T12:00:11.691257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a17a9eb-7e34-45b2-871d-73a3db0b36cf · inbound

RewardAnything: Generalizable Principle-Following Reward Models cites this paper.

RewardAnything: Generalizable Principle-Following Reward Models Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:06.892322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c53fac9d-a16e-49b1-9c65-099db0fc7b9b · inbound

Towards Efficient Multi-LLM Inference: Characterization and Analysis of LLM Routing and Hierarchical Techniques cites this paper.

Towards Efficient Multi-LLM Inference: Characterization and Analysis of LLM Routing and Hierarchical Techniques Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T05:56:56.738323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f41a9391-1486-46d8-94a4-5e0be6c5c641 · inbound

BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute cites this paper.

BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T22:05:28.010601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8578aff-60bd-4b87-a2f6-fbdf9c4f6b1c · inbound

Tiny Reward Models cites this paper.

Tiny Reward Models Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T17:48:07.159727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46054713-9086-4374-8f76-8573af26b08a · inbound

A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement cites this paper.

A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-21T23:30:46.038352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c3c4b001-6546-45ba-b1e2-86507aa5b3cd · inbound

Quality-of-Service Aware LLM Routing for Edge Computing with Multiple Experts cites this paper.

Quality-of-Service Aware LLM Routing for Edge Computing with Multiple Experts Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T10:22:42.487916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae5693ab-bf8d-47bc-8061-c5e136422c6f · inbound

Delta Activations: A Representation for Finetuned Large Language Models cites this paper.

Delta Activations: A Representation for Finetuned Large Language Models Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T16:32:08.493334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fad8384-2d4d-479b-a8f4-f7cce359867c · inbound

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference cites this paper.

Towards Generalized Routing: Model and Agent Orchestration for Adaptive and Efficient Inference Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T22:03:02.028525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83ae4ec0-33b2-43a8-b6f3-21c18cddb81c · inbound

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration cites this paper.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T00:16:18.050879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa594b17-438f-4f74-8416-1572d79643b2 · inbound

Unsolvability Ceiling in Multi-LLM Routing: An Empirical Study of Evaluation Artifacts cites this paper.

Unsolvability Ceiling in Multi-LLM Routing: An Empirical Study of Evaluation Artifacts Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T04:15:58.238171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cf8f819a-950d-4d29-95bd-392273c2a11c · inbound

HyDRA: Hybrid Dynamic Routing Architecture for Heterogeneous LLM Pools cites this paper.

HyDRA: Hybrid Dynamic Routing Architecture for Heterogeneous LLM Pools Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T15:13:31.966933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d566c921-c088-4506-8af4-2f340298a794 · inbound

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers cites this paper.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:13:30.214907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 80f544e5-6b27-4710-96f9-7482b70a38db · inbound

Decentralized Aggregation of LLM Predictions via Wagering Mechanisms cites this paper.

Decentralized Aggregation of LLM Predictions via Wagering Mechanisms Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-11T19:31:58.491532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.