Ranked Voting based Self-Consistency of Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Weiqin, Wang, Yile, Huang, Hui |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Beyond Majority Voting: Towards Fine-grained and More Reliable Reward Signal for Test-Time Reinforcement Learning
by: Wang, Weiqin, et al.
Published: (2025)
by: Wang, Weiqin, et al.
Published: (2025)
DySem: Uncovering Dynamic Semantic Components of Large Language Models for Calculating Semantic Textual Similarity
by: Zheng, Kaijie, et al.
Published: (2026)
by: Zheng, Kaijie, et al.
Published: (2026)
SemPA: Improving Sentence Embeddings of Large Language Models through Semantic Preference Alignment
by: Chen, Ziyang, et al.
Published: (2026)
by: Chen, Ziyang, et al.
Published: (2026)
AnchorMem: Anchored Facts with Associative Contexts for Building Memory in Large Language Models
by: Shen, Zhanyu, et al.
Published: (2026)
by: Shen, Zhanyu, et al.
Published: (2026)
Assessment of Generative Named Entity Recognition in the Era of Large Language Models
by: Zhan, Qi, et al.
Published: (2026)
by: Zhan, Qi, et al.
Published: (2026)
DeCoVec: Building Decoding Space based Task Vector for Large Language Models via In-Context Learning
by: Li, Feiyang, et al.
Published: (2026)
by: Li, Feiyang, et al.
Published: (2026)
Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages
by: Zhang, Yuanchi, et al.
Published: (2024)
by: Zhang, Yuanchi, et al.
Published: (2024)
LDIR: Low-Dimensional Dense and Interpretable Text Embeddings with Relative Representations
by: Wang, Yile, et al.
Published: (2025)
by: Wang, Yile, et al.
Published: (2025)
Not All Votes Count! Programs as Verifiers Improve Self-Consistency of Language Models for Math Reasoning
by: Toh, Vernon Y. H., et al.
Published: (2024)
by: Toh, Vernon Y. H., et al.
Published: (2024)
SDGO: Self-Discrimination-Guided Optimization for Consistent Safety in Large Language Models
by: Ding, Peng, et al.
Published: (2025)
by: Ding, Peng, et al.
Published: (2025)
Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models
by: Tang, Raphael, et al.
Published: (2023)
by: Tang, Raphael, et al.
Published: (2023)
Internal Consistency and Self-Feedback in Large Language Models: A Survey
by: Liang, Xun, et al.
Published: (2024)
by: Liang, Xun, et al.
Published: (2024)
Mirror-Consistency: Harnessing Inconsistency in Majority Voting
by: Huang, Siyuan, et al.
Published: (2024)
by: Huang, Siyuan, et al.
Published: (2024)
Unsupervised Contrast-Consistent Ranking with Language Models
by: Stoehr, Niklas, et al.
Published: (2023)
by: Stoehr, Niklas, et al.
Published: (2023)
AttriLens-Mol: Attribute Guided Reinforcement Learning for Molecular Property Prediction with Large Language Models
by: Lin, Xuan, et al.
Published: (2025)
by: Lin, Xuan, et al.
Published: (2025)
Is Self-knowledge and Action Consistent or Not: Investigating Large Language Model's Personality
by: Ai, Yiming, et al.
Published: (2024)
by: Ai, Yiming, et al.
Published: (2024)
Exploring the Factual Consistency in Dialogue Comprehension of Large Language Models
by: She, Shuaijie, et al.
Published: (2023)
by: She, Shuaijie, et al.
Published: (2023)
Large Language Models Vote: Prompting for Rare Disease Identification
by: Oniani, David, et al.
Published: (2023)
by: Oniani, David, et al.
Published: (2023)
Self-Evaluation of Large Language Model based on Glass-box Features
by: Huang, Hui, et al.
Published: (2024)
by: Huang, Hui, et al.
Published: (2024)
Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models
by: Wang, Xiaolong, et al.
Published: (2024)
by: Wang, Xiaolong, et al.
Published: (2024)
NILE: Internal Consistency Alignment in Large Language Models
by: Hu, Minda, et al.
Published: (2024)
by: Hu, Minda, et al.
Published: (2024)
Measuring the Inconsistency of Large Language Models in Preferential Ranking
by: Zhao, Xiutian, et al.
Published: (2024)
by: Zhao, Xiutian, et al.
Published: (2024)
Perspective Transition of Large Language Models for Solving Subjective Tasks
by: Wang, Xiaolong, et al.
Published: (2025)
by: Wang, Xiaolong, et al.
Published: (2025)
Speak It Out: Solving Symbol-Related Problems with Symbol-to-Language Conversion for Language Models
by: Wang, Yile, et al.
Published: (2024)
by: Wang, Yile, et al.
Published: (2024)
LLM-Gomoku: A Large Language Model-Based System for Strategic Gomoku with Self-Play and Reinforcement Learning
by: Wang, Hui
Published: (2025)
by: Wang, Hui
Published: (2025)
SCM: Enhancing Large Language Model with Self-Controlled Memory Framework
by: Wang, Bing, et al.
Published: (2023)
by: Wang, Bing, et al.
Published: (2023)
RELIC: Investigating Large Language Model Responses using Self-Consistency
by: Cheng, Furui, et al.
Published: (2023)
by: Cheng, Furui, et al.
Published: (2023)
MUCAR: Benchmarking Multilingual Cross-Modal Ambiguity Resolution for Multimodal Large Language Models
by: Wang, Xiaolong, et al.
Published: (2025)
by: Wang, Xiaolong, et al.
Published: (2025)
Cross-Lingual Consistency: A Novel Inference Framework for Advancing Reasoning in Large Language Models
by: Yu, Zhiwei, et al.
Published: (2025)
by: Yu, Zhiwei, et al.
Published: (2025)
Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency
by: Huang, Baizhou, et al.
Published: (2023)
by: Huang, Baizhou, et al.
Published: (2023)
CM-Align: Consistency-based Multilingual Alignment for Large Language Models
by: Zhang, Xue, et al.
Published: (2025)
by: Zhang, Xue, et al.
Published: (2025)
RESTRAIN: From Spurious Votes to Signals -- Self-Driven RL with Self-Penalization
by: Yu, Zhaoning, et al.
Published: (2025)
by: Yu, Zhaoning, et al.
Published: (2025)
CREAM: Consistency Regularized Self-Rewarding Language Models
by: Wang, Zhaoyang, et al.
Published: (2024)
by: Wang, Zhaoyang, et al.
Published: (2024)
SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Models
by: Li, Zhuang, et al.
Published: (2024)
by: Li, Zhuang, et al.
Published: (2024)
Improving the Robustness of Large Language Models via Consistency Alignment
by: Zhao, Yukun, et al.
Published: (2024)
by: Zhao, Yukun, et al.
Published: (2024)
Stepwise Self-Consistent Mathematical Reasoning with Large Language Models
by: Zhao, Zilong, et al.
Published: (2024)
by: Zhao, Zilong, et al.
Published: (2024)
Astra: Activation-Space Tail-Eigenvector Low-Rank Adaptation of Large Language Models
by: Liu, Kainan, et al.
Published: (2026)
by: Liu, Kainan, et al.
Published: (2026)
Calibrating Large Language Models with Sample Consistency
by: Lyu, Qing, et al.
Published: (2024)
by: Lyu, Qing, et al.
Published: (2024)
Soft Self-Consistency Improves Language Model Agents
by: Wang, Han, et al.
Published: (2024)
by: Wang, Han, et al.
Published: (2024)
To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity
by: Sedova, Anastasiia, et al.
Published: (2024)
by: Sedova, Anastasiia, et al.
Published: (2024)
Similar Items
-
Beyond Majority Voting: Towards Fine-grained and More Reliable Reward Signal for Test-Time Reinforcement Learning
by: Wang, Weiqin, et al.
Published: (2025) -
DySem: Uncovering Dynamic Semantic Components of Large Language Models for Calculating Semantic Textual Similarity
by: Zheng, Kaijie, et al.
Published: (2026) -
SemPA: Improving Sentence Embeddings of Large Language Models through Semantic Preference Alignment
by: Chen, Ziyang, et al.
Published: (2026) -
AnchorMem: Anchored Facts with Associative Contexts for Building Memory in Large Language Models
by: Shen, Zhanyu, et al.
Published: (2026) -
Assessment of Generative Named Entity Recognition in the Era of Large Language Models
by: Zhan, Qi, et al.
Published: (2026)