Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling | Paper Citation Record

Observation 165cfffe-8c5b-47b6-a431-9fdcfddfbc21 · outbound

This paper cites Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs

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Observation 42ae5eea-46dd-4469-b7e4-b016b6fae158 · outbound

This paper cites Bernardo and Adrian F.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Bernardo and Adrian F

Reference 2

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This paper cites Large Language Monkeys: Scaling Inference Compute with Repeated Sampling.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Large Language Monkeys: Scaling Inference Compute with Repeated Sampling

Reference 3

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This paper cites Time series analysis and its applications - with r examples.Journal of the American Statistical Association, 97(458):656–657, 2006.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Time series analysis and its applications - with r examples.Journal of the American Statistical Association, 97(458):656–657, 2006

Reference 4

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This paper cites Power prior distributions for regression models.Statistical Science, 15(1):46–60, 2000.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Power prior distributions for regression models.Statistical Science, 15(1):46–60, 2000

Reference 5

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Observation c9e19cdb-38c5-42e4-a649-e80a502663af · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 6

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This paper cites Test-time model adaptation for quantized neural networks,.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Test-time model adaptation for quantized neural networks,

Reference 7

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Observation 259ed543-f2f6-412d-bf63-21ddc63003e0 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 8

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Observation d34f7d4b-0561-4591-a871-fb904e7c3b9f · outbound

This paper cites Deep Think with Confidence.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Deep Think with Confidence

Reference 9

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This paper cites Bayesian data analysis.Wiley Interdisciplinary Reviews Cognitive Science, 1(5):658–676, 2014.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Bayesian data analysis.Wiley Interdisciplinary Reviews Cognitive Science, 1(5):658–676, 2014

Reference 10

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Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Weinberger

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Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Unresolved cited work

Reference 12

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Observation c7d45f95-16f1-411d-bf5e-d3437f9f1063 · outbound

This paper cites Reasoning with Language Model is Planning with World Model.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Reasoning with Language Model is Planning with World Model

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Observation 9bb4a874-95db-4144-8488-cab033afb494 · outbound

This paper cites Measuring mathematical problem solving with the math dataset,.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Measuring mathematical problem solving with the math dataset,

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Observation 0c07d3a6-a72f-4c9b-aa83-830874921638 · outbound

This paper cites Monte carlo strategies in scientific computing.Technometrics, 44(4): 403–404, 2002.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Monte carlo strategies in scientific computing.Technometrics, 44(4): 403–404, 2002

Reference 15

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Observation a6179bcb-888d-4eed-a233-377d374b4436 · outbound

This paper cites Large Language Models Cannot Self-Correct Reasoning Yet.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Large Language Models Cannot Self-Correct Reasoning Yet

Reference 16

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Observation 770d3a5d-8f47-4594-a5b4-b2a975cacc89 · outbound

This paper cites The power prior: theory and applications.Statistics in Medicine, 2015.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling The power prior: theory and applications.Statistics in Medicine, 2015

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This paper cites Scalable best-of-n selection for large language models via self-certainty, 2025.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Scalable best-of-n selection for large language models via self-certainty, 2025

Reference 18

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Observation cada1b5c-50c0-4daa-9c7e-e18f69ad166f · outbound

This paper cites Reliability-Aware Adaptive Self-Consistency for Efficient Sampling in LLM Reasoning.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Reliability-Aware Adaptive Self-Consistency for Efficient Sampling in LLM Reasoning

Reference 19

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Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Unresolved cited work

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Observation b7021934-4a69-4a98-af01-1282b6b7c4c9 · outbound

This paper cites CriticEval: Evaluating Large Language Model as Critic.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling CriticEval: Evaluating Large Language Model as Critic

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This paper cites Modeling uncertainty trends for timely retrieval in dynamic rag, 2025.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Modeling uncertainty trends for timely retrieval in dynamic rag, 2025

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Observation f856019d-72c6-4d8b-a09a-8ce1ea9e5623 · outbound

This paper cites On the Performance Analysis of Momentum Method: A Frequency Domain Perspective.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling On the Performance Analysis of Momentum Method: A Frequency Domain Perspective

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Observation 49b46007-169f-4cf9-b8c8-22a3e6fd8e2e · outbound

This paper cites Escape sky-high cost: Early-stopping self-consistency for multi-step reasoning,.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Escape sky-high cost: Early-stopping self-consistency for multi-step reasoning,

Reference 24

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This paper cites Exploratory data analysis.John Wiley & Sons, Ltd, 2008.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Exploratory data analysis.John Wiley & Sons, Ltd, 2008

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This paper cites Non-myopic Generation of Language Models for Reasoning and Planning.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Non-myopic Generation of Language Models for Reasoning and Planning

Reference 26

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This paper cites Self-Refine: Iterative Refinement with Self-Feedback.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Self-Refine: Iterative Refinement with Self-Feedback

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This paper cites Detecting Hallucinations in Large Language Model Generation: A Token Probability Approach.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Detecting Hallucinations in Large Language Model Generation: A Token Probability Approach

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This paper cites Learning Transferable Visual Models From Natural Language Supervision.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Learning Transferable Visual Models From Natural Language Supervision

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This paper cites Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

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Observation aacd9a84-9a4d-48bd-9a30-c92efc264a82 · outbound

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

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling GPQA: A Graduate-Level Google-Proof Q&A Benchmark

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This paper cites Think just enough: Sequence-level entropy as a confidence signal for llm reasoning, 2025.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Think just enough: Sequence-level entropy as a confidence signal for llm reasoning, 2025

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This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

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This paper cites Llm-check: Investigating detection of hallucinations in large language models.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Llm-check: Investigating detection of hallucinations in large language models

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This paper cites Ziegler, Ryan Lowe, Chelsea V oss, Alec Radford, Dario Amodei, and Paul Christiano.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Ziegler, Ryan Lowe, Chelsea V oss, Alec Radford, Dario Amodei, and Paul Christiano

Reference 35

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Observation 40229501-c700-481d-88aa-631c7c1c9ee1 · outbound

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Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Silverman

Reference 36

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This paper cites Understanding robust and exploratory data analysis.Wiley,.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Understanding robust and exploratory data analysis.Wiley,

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Observation ad7249aa-0d5a-4a56-81ff-ed8d3cc1d141 · outbound

This paper cites Exploratory data analysis.Reading/Addison-Wesley, 1977.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Exploratory data analysis.Reading/Addison-Wesley, 1977

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Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Unresolved cited work

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Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Make Every Penny Count: Difficulty-Adaptive Self-Consistency for Cost-Efficient Reasoning

Reference 40

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This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 41

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This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

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Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Unresolved cited work

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Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Unresolved cited work

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Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models

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Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling ϕ- decoding: Adaptive foresight sampling for balanced inference-time exploration and exploitation,

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Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling MUR: Momentum Uncertainty guided Reasoning for Large Language Models

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Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Tree of Thoughts: Deliberate Problem Solving with Large Language Models

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Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling LIMO: Less is More for Reasoning

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Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling TokUR: Token-Level Uncertainty Estimation for Large Language Model Reasoning

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Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling $\phi$-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation

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Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling TTRL: Test-Time Reinforcement Learning

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Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling 2.Decaying Hallucinationsare pruned via the velocity penalty term inR

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Observation 66269dea-5355-4bf7-9f69-334642cd4342 · outbound

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Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Unresolved cited work

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

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Measuring Mathematical Problem Solving With the MATH Dataset

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Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Learning to summarize from human feedback

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Observation 5fa3ae62-c097-46ea-a110-2394115f4c12 · outbound

This paper cites Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T02:22:16.345095Z

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Observation b4e992e6-da71-417f-a7f4-14d5328ac00b · outbound

This paper cites Test-Time Model Adaptation for Quantized Neural Networks.

Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling Test-Time Model Adaptation for Quantized Neural Networks

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T02:22:15.074187Z

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