The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers | Paper Citation Record

Observation 38dff06d-0961-4570-a878-dbde097506e3 · outbound

This paper cites MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms

Reference 1

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Observation 9fa80344-8df3-446f-9776-e1735e2ec0a9 · outbound

This paper cites On the Cross-lingual Transferability of Monolingual Representations.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers On the Cross-lingual Transferability of Monolingual Representations

Reference 2

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Observation 53ccc3a6-821c-40f4-a836-468b1fae30bc · outbound

This paper cites Program Synthesis with Large Language Models.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Program Synthesis with Large Language Models

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-06-29T14:13:30.270521Z

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Observation 9056fda1-7cd2-4ea8-9dd9-455fe1655e1c · outbound

This paper cites MS MARCO: A Human Generated MAchine Reading COmprehension Dataset.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers MS MARCO: A Human Generated MAchine Reading COmprehension Dataset

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-06-29T14:13:30.234324Z

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Observation e706a976-2a44-41c2-810b-fd009906b754 · outbound

This paper cites Semantic Parsing on Freebase from Question- Answer Pairs.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Semantic Parsing on Freebase from Question- Answer Pairs

Reference 5

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Observation df61dcf9-f5e7-41bf-943b-98ddd751bd4e · outbound

This paper cites Chen, J., Hu, S., Liu, Z., and Sun, M.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Chen, J., Hu, S., Liu, Z., and Sun, M

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T14:13:30.239136Z

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Observation e37a38fa-1522-4689-b192-da5eb20c15fd · outbound

This paper cites Evaluating Large Language Models Trained on Code.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Evaluating Large Language Models Trained on Code

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-06-29T14:13:30.264554Z

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Observation c79f7eb2-351b-433b-98b3-49346a05ee9f · outbound

This paper cites RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:13:30.269201Z

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Observation 36f94766-a7d5-4ce7-8ad1-0e12c2fa42c4 · outbound

This paper cites FinQA: A Dataset of Numerical Reasoning over Financial Data.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers FinQA: A Dataset of Numerical Reasoning over Financial Data

Reference 9

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Observation 332678f3-b28c-46f3-8d0d-3b104680707f · outbound

This paper cites QuAC: Question Answering in Context.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers QuAC: Question Answering in Context

Reference 10

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Observation f7bcc2ab-c1d6-43b8-8d87-4e62f93f2dec · outbound

This paper cites BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

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Observation f1ec202c-136c-45c7-b98a-a097e290d365 · outbound

This paper cites TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages.Transactions of the Association for Computational Linguistics, 8:454–470, 2020.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages.Transactions of the Association for Computational Linguistics, 8:454–470, 2020

Reference 12

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Observation 9f2ee3da-ca75-4818-a79d-e0958ea88624 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-06-29T14:13:30.278737Z

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Observation 05c4623f-37e1-4a0a-b859-ac0b73985269 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Training Verifiers to Solve Math Word Problems

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-06-29T14:13:30.252158Z

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Observation 5a6e44bd-bbdd-4fe0-8f16-a3a86ab0e9b9 · outbound

This paper cites Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:13:30.262342Z

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Observation 37be205a-8b6d-4af1-aed0-2e62be10ec00 · outbound

This paper cites SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-06-29T14:13:30.271365Z

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Observation d131caeb-d598-4703-831e-5b31ff3898a0 · outbound

This paper cites GraphRouter: A Graph-based Router for LLM Selections.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers GraphRouter: A Graph-based Router for LLM Selections

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T14:13:30.249889Z

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Observation 7e58f48d-39dc-48f7-999d-7be1217caa44 · outbound

This paper cites Prompt-to-Leaderboard.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Prompt-to-Leaderboard

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T14:13:30.247221Z

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Observation 26334df3-5b4c-4129-9d35-b14cd39a4db8 · outbound

This paper cites Aligning AI With Shared Human Values.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Aligning AI With Shared Human Values

Reference 19

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Observation af6c615d-b3ce-4ca0-b920-389a9e901f22 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Measuring Massive Multitask Language Understanding

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

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Observation 57dd25d5-28bb-4a9e-851a-290e195d9087 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Measuring Mathematical Problem Solving With the MATH Dataset

Reference 21

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Observation 110022bb-aac9-462e-abbc-30147e05dfb0 · outbound

This paper cites RouterBench: A Benchmark for Multi-LLM Routing System.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers RouterBench: A Benchmark for Multi-LLM Routing System

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-06-29T14:13:30.226669Z

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Observation a17191fd-86cb-43f4-8854-3e0c3bc7319a · outbound

This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-06-29T14:13:30.254909Z

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Observation 8ffb42d0-2ead-44d4-9347-9016a7671bf9 · outbound

This paper cites What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams.Applied Sciences, 11(14), 2021.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams.Applied Sciences, 11(14), 2021

Reference 24

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Observation 0c879940-d175-4416-8102-daa96bd8dbe4 · outbound

This paper cites Universal Model Routing for Efficient LLM Inference.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Universal Model Routing for Efficient LLM Inference

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T14:13:30.257787Z

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Observation dfb89e2c-5d47-491a-9de8-615142e86ec7 · outbound

This paper cites QASC: A Dataset for Question Answering via Sentence Composition.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers QASC: A Dataset for Question Answering via Sentence Composition

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

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Observation 4178a5fb-0293-453a-b19b-02dc5be867dc · outbound

This paper cites The NarrativeQA Reading Comprehension Challenge.Transactions of the Association for Computational Linguistics, 6:317–328, 2018.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers The NarrativeQA Reading Comprehension Challenge.Transactions of the Association for Computational Linguistics, 6:317–328, 2018

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

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Observation ed0d7637-f4da-4328-8542-42cffce72a1e · outbound

This paper cites Natural Questions: A Benchmark for Question Answering Research.Transactions of the Association for Computational Linguistics, 7:452–466, 2019.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Natural Questions: A Benchmark for Question Answering Research.Transactions of the Association for Computational Linguistics, 7:452–466, 2019

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

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Observation 8ad86950-5f57-48cb-8add-08e1a48df375 · outbound

This paper cites When routing collapses: On the degenerate convergence of llm routers.arXiv preprint arXiv:2602.03478,.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers When routing collapses: On the degenerate convergence of llm routers.arXiv preprint arXiv:2602.03478,

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:13:30.260339Z

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Observation 46afc393-4133-4ce2-a18a-3b497b74ddfd · outbound

This paper cites MLQA: Evaluating Cross-lingual Extractive Question Answering.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers MLQA: Evaluating Cross-lingual Extractive Question Answering

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

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Observation 021a55ee-be7e-40d1-b1e9-6ed773d77dc2 · outbound

This paper cites 2601.07206 , archivePrefix=.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers 2601.07206 , archivePrefix=

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T14:13:30.247372Z

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Observation da01828e-cec3-4b47-90c8-b9cda5bd5ea9 · outbound

This paper cites Schapire.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Schapire

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:13:29.724402Z

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Observation 33b55faf-1964-4663-b2df-f189d7376eef · outbound

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

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Rethinking Predictive Modeling for LLM Routing: When Simple kNN Beats Complex Learned Routers,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

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Observation 9bc88cbc-c2d4-4b28-a54e-99c9b3dadb1e · outbound

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

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Rethinking Predictive Modeling for LLM Routing: When Simple kNN Beats Complex Learned Routers

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-06-29T14:13:30.257062Z

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Observation fdda16ee-d2c9-4652-a543-1b499f8bdf29 · outbound

This paper cites TruthfulQA: Measuring How Models Mimic Human Falsehoods.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers TruthfulQA: Measuring How Models Mimic Human Falsehoods

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

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Observation 1188a029-33bc-47d2-a750-7ee811ccbef0 · outbound

This paper cites Program Induction by Rationale Generation: Learning to Solve and Explain Algebraic Word Problems.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Program Induction by Rationale Generation: Learning to Solve and Explain Algebraic Word Problems

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

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Observation 972b2cba-4e82-4c2f-baec-a25f6a0eee4a · outbound

This paper cites OptLLM: Optimal Assignment of Queries to Large Language Models.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers OptLLM: Optimal Assignment of Queries to Large Language Models

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:13:30.241493Z

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

This paper cites Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models.

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

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Observation 12c41f46-12d5-4981-8986-ba6f27a00545 · outbound

This paper cites RouterArena: An Open Platform for Comprehensive Comparison of LLM Routers, 2025.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers RouterArena: An Open Platform for Comprehensive Comparison of LLM Routers, 2025

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

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Observation afddf47b-af1d-4c04-ab59-9d127d4d1d1a · outbound

This paper cites A Diverse Corpus for Evaluating and Developing English Math Word Problem Solvers.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers A Diverse Corpus for Evaluating and Developing English Math Word Problem Solvers

Reference 40

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

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Observation 688008fe-3873-4b67-b53b-bebed50e0615 · outbound

This paper cites Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering

Reference 41

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

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Observation b6458f8d-e6cf-4305-b008-dff9e5ac8430 · outbound

This paper cites RoRF: Routing on Random Forests.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers RoRF: Routing on Random Forests

Reference 42

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

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Observation 26c12919-9bae-43b9-8752-694eaf5a02af · outbound

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

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers RouteLLM: Learning to Route LLMs with Preference Data

Reference 43

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T14:13:30.273476Z

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Observation 0a76bf5c-9a70-44d2-9a0b-806533217770 · outbound

This paper cites MedMCQA: A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question Answering.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers MedMCQA: A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question Answering

Reference 44

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

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Observation 2eb23275-0b7a-4f15-96bb-efc274c9d6af · outbound

This paper cites Are NLP Models really able to Solve Simple Math Word Problems? InNAACL-HLT, 2021.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Are NLP Models really able to Solve Simple Math Word Problems? InNAACL-HLT, 2021

Reference 45

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

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Observation db3d2b9e-5082-45fb-9672-68841906103c · outbound

This paper cites Qwen2.5 Technical Report.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Qwen2.5 Technical Report

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-06-29T14:13:30.196232Z

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Observation b1100987-9f95-498f-bce6-e0751625cd44 · outbound

This paper cites SQuAD: 100,000+ Questions for Machine Comprehension of Text.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers SQuAD: 100,000+ Questions for Machine Comprehension of Text

Reference 47

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

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Observation 93904bf0-90a8-45e1-ae76-abf274fe4a3b · outbound

This paper cites CoQA: A Conversational Question Answering Challenge.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers CoQA: A Conversational Question Answering Challenge

Reference 48

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

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Observation 7ec4ea98-1340-4302-ab58-d3244c7b7fe9 · outbound

This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 49

Resolution: verified exact; local_arxiv, observed 2026-06-29T14:13:30.171851Z

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Observation 913ac12e-f0f0-4e18-937f-32c90b9a8120 · outbound

This paper cites Quizbowl: The Case for Incremental Question Answering.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Quizbowl: The Case for Incremental Question Answering

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:13:30.204935Z

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Observation cac69928-e0e4-4e28-8e74-95961d3e3f03 · outbound

This paper cites WinoGrande: An Adversarial Winograd Schema Challenge at Scale.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers WinoGrande: An Adversarial Winograd Schema Challenge at Scale

Reference 51

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Observation 04dd4165-6670-42db-97f0-f77e1ce300e7 · outbound

This paper cites Tal Shnitzer, Anthony Ou, M ´ırian Silva, Kate Soule, Yuekai Sun, Justin Solomon, Neil Thompson, and Mikhail Yurochkin.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Tal Shnitzer, Anthony Ou, M ´ırian Silva, Kate Soule, Yuekai Sun, Justin Solomon, Neil Thompson, and Mikhail Yurochkin

Reference 52

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T14:13:29.721864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 16009a08-42b7-4f5a-8b9d-8253c409f6e4 · outbound

This paper cites Social IQa: Commonsense Reasoning about Social Interactions.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Social IQa: Commonsense Reasoning about Social Interactions

Reference 53

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e53b7678-4ce4-4866-8ca0-8f78c3754a00 · outbound

This paper cites CARROT: A Cost Aware Rate Optimal Router.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers CARROT: A Cost Aware Rate Optimal Router

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:13:30.262769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 54609343-9930-44bb-a41e-a0eedc4dc435 · outbound

This paper cites MPNet: Masked and Permuted Pre-training for Language Understanding.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers MPNet: Masked and Permuted Pre-training for Language Understanding

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:13:30.209353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b42f3718-98f4-45ef-8415-1a8488696276 · outbound

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

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:13:30.273089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 257ffe8b-b265-4fe6-afd6-40031fd12b54 · outbound

This paper cites CP-Router: An Uncertainty-Aware Router Between LLM and LRM.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers CP-Router: An Uncertainty-Aware Router Between LLM and LRM

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:13:30.252263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1077ce72-1777-4656-b8b9-50e98b5669eb · outbound

This paper cites CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge

Reference 58

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a955ef59-db4f-455e-b899-a62e8e8421e6 · outbound

This paper cites NewsQA: A Machine Comprehension Dataset.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers NewsQA: A Machine Comprehension Dataset

Reference 59

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83445fae-00b8-4716-91e8-9fadffdbd565 · outbound

This paper cites An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition.BMC Bioinformatics, 16(138), 2015.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition.BMC Bioinformatics, 16(138), 2015

Reference 60

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49a75f63-a2ee-4e3c-8665-9c888992bc5f · outbound

This paper cites SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems

Reference 61

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed3e338e-7fc4-4cdd-96eb-c4fb57e5fe55 · outbound

This paper cites MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:13:30.276235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e69f046e-df83-451e-9bfa-37776fe2ac3d · outbound

This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 63

Resolution: verified exact; local_arxiv, observed 2026-06-29T14:13:30.249801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c1d9e5b4-1dc6-4061-9143-5f8826e44a8f · outbound

This paper cites Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Reference 64

Resolution: verified exact; local_arxiv, observed 2026-06-29T14:13:30.265209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 15e0808b-53b3-46ce-bd11-ea652af91abb · outbound

This paper cites Crowdsourcing Multiple Choice Science Questions.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Crowdsourcing Multiple Choice Science Questions

Reference 65

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e68b78e-a5a1-4f9b-859d-decc72946d88 · outbound

This paper cites Constructing Datasets for Multi-hop Reading Com- prehension Across Documents.Transactions of the Association for Computational Linguistics, 6:287–302, 2018.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Constructing Datasets for Multi-hop Reading Com- prehension Across Documents.Transactions of the Association for Computational Linguistics, 6:287–302, 2018

Reference 66

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a085818-004a-4d79-95a0-a2ed8507b51d · outbound

This paper cites MESS+: Dynamically Learned Inference-Time LLM Routing in Model Zoos with Service Level Guarantees, 2025.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers MESS+: Dynamically Learned Inference-Time LLM Routing in Model Zoos with Service Level Guarantees, 2025

Reference 67

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:13:30.238641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a93e5ae6-e1f7-483e-9024-51447e5c26c0 · outbound

This paper cites Generalized Correctness Mod- els: Learning Calibrated and Model-Agnostic Correctness Predictors from Historical Patterns.arXiv preprint arXiv:2509.24988, 2025.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Generalized Correctness Mod- els: Learning Calibrated and Model-Agnostic Correctness Predictors from Historical Patterns.arXiv preprint arXiv:2509.24988, 2025

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:13:30.233280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fc7f61f0-52f2-460c-a52e-4f968388539c · outbound

This paper cites C-Pack: Packed Resources For General Chinese Embeddings.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers C-Pack: Packed Resources For General Chinese Embeddings

Reference 69

Resolution: verified exact; local_arxiv, observed 2026-06-29T14:13:30.229110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b1afff3f-efb8-486d-887d-385f6dc95d6d · outbound

This paper cites R2-Router: A New Paradigm for LLM Routing with Reasoning.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers R2-Router: A New Paradigm for LLM Routing with Reasoning

Reference 70

Resolution: verified exact; local_arxiv, observed 2026-06-29T14:13:30.254463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b7b4e64a-9d4c-4572-8be6-8570a2cce60f · outbound

This paper cites HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering

Reference 71

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 560ed229-ff9a-4b83-a041-b5263e25a6cb · outbound

This paper cites ChatMusician: Understanding and Generating Music Intrinsically with LLM.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers ChatMusician: Understanding and Generating Music Intrinsically with LLM

Reference 72

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T14:13:30.230041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 488cfc25-8acf-46a9-97cb-c83c659de9ed · outbound

This paper cites HellaSwag: Can a Machine Really Finish Your Sentence? InACL, 2019.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers HellaSwag: Can a Machine Really Finish Your Sentence? InACL, 2019

Reference 73

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 685f22c0-987f-47a1-9ef1-1b892e40e75e · outbound

This paper cites Model Spider: Learning to Rank Pre-Trained Models Efficiently.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Model Spider: Learning to Rank Pre-Trained Models Efficiently

Reference 74

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:13:30.259847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d90778bb-b16c-41c4-859e-b9a81fb32b42 · outbound

This paper cites Beyond GPT-5: Making LLMs Cheaper and Better via Performance-Efficiency Optimized Routing.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Beyond GPT-5: Making LLMs Cheaper and Better via Performance-Efficiency Optimized Routing

Reference 75

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:13:29.727029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bf05cd40-785e-499c-b7ac-4f3910396cad · outbound

This paper cites Morley Mao.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Morley Mao

Reference 76

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55a21d27-9c78-472a-b511-5d2e450548c3 · outbound

This paper cites Eagle: Efficient Training-Free Router for Multi-LLM Inference.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers Eagle: Efficient Training-Free Router for Multi-LLM Inference

Reference 77

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:13:30.221426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d7b4e1c7-7b37-4f6e-a591-44062b7d947d · outbound

This paper cites When does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers When does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset

Reference 78

Resolution: unresolved; no resolver link, observed 2026-06-29T14:07:26.366172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a23a1af6-d019-4ad3-a5ed-41e18f5a409f · outbound

This paper cites AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models

Reference 79

Resolution: verified exact; local_arxiv, observed 2026-06-29T14:13:30.266780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 99bbab37-86fe-4e6b-87f4-b5034dade3ae · outbound

This paper cites correctness.

The Routing Plateau: Understanding and Breaking the Accuracy Limits of LLM Routers correctness

Reference 80

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:13:30.216000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers