conftrace_

majority voting

55 papers

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Co-occurring keywords

large language model (13587) ensemble learning (1274) ensemble method (564) text classification (6793) hate speech detection (723) transformer model (1996) reasoning path (75) test-time scaling (85) distributed learning (563) chain-of-thought reasoning (551)

Papers

Beyond Majority Voting: Towards Fine-grained and More Reliable Reward Signal for Test-Time Reinforcement Learning ACL 2026
CoVerRL: Breaking the Consensus Trap in Label-Free Reasoning via Generator-Verifier Co-Evolution ACL 2026
ModeX: Evaluator-Free Best-of-N Selection for Open-Ended Generation ACL 2026
Latent Self-Consistency for Reliable Majority-Set Selection in Short- and Long-Answer Reasoning AAAI 2026
IASBS at SemEval-2025 Task 11: Ensembling Transformers for Bridging the Gap in Text-Based Emotion Detection ACL 2025
Ranked Voting based Self-Consistency of Large Language Models ACL 2025
Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory ACL 2025
Math Natural Language Inference: this should be easy! EMNLP 2025
PromptGuard at BLP-2025 Task 1: A Few-Shot Classification Framework Using Majority Voting and Keyword Similarity for Bengali Hate Speech Detection IJCNLP 2025
CUET_Sntx_Srfrs at BLP-2025 Task 1: Combining Hierarchical Classification and Ensemble Learning for Bengali Hate Speech Detection IJCNLP 2025
Quantifying and Mitigating Selection Bias in LLMs: A Transferable LoRA Fine-Tuning and Efficient Majority Voting Approach AACL 2025
Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities? ACL 2025
Slim-SC: Thought Pruning for Efficient Scaling with Self-Consistency EMNLP 2025
Scalability of Bayesian Network Structure Elicitation with Large Language Models: a Novel Methodology and Comparative Analysis COLING 2025
PromptGuard at BLP-2025 Task 1: A Few-Shot Classification Framework Using Majority Voting and Keyword Similarity for Bengali Hate Speech Detection AACL 2025
IASBS at SemEval-2025 Task 11: Ensembling Transformers for Bridging the Gap in Text-Based Emotion Detection SEMEVAL 2025
Voting or Consensus? Decision-Making in Multi-Agent Debate ACL 2025
Quantifying and Mitigating Selection Bias in LLMs: A Transferable LoRA Fine-Tuning and Efficient Majority Voting Approach IJCNLP 2025
Reasoning Aware Self-Consistency: Leveraging Reasoning Paths for Efficient LLM Sampling NAACL 2025
Soft Self-Consistency Improves Language Models Agents ACL 2024
How many classifiers do we need? NIPS 2024
DDPrompt: Differential Diversity Prompting in Large Language Models ACL 2024
Forward-Backward Reasoning in Large Language Models for Mathematical Verification ACL 2024
Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency ACL 2024
Multi-News+: Cost-efficient Dataset Cleansing via LLM-based Data Annotation EMNLP 2024