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Papers

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Showing 326–350 of 439 papers

TitleStatusHype
DNA 1.0 Technical Report—0
UPAR: A Kantian-Inspired Prompting Framework for Enhancing Large Language Model Capabilities—0
DiversiGATE: A Comprehensive Framework for Reliable Large Language Models—0
YODA: Teacher-Student Progressive Learning for Language Models—0
Distill Not Only Data but Also Rewards: Can Smaller Language Models Surpass Larger Ones?—0
SECURA: Sigmoid-Enhanced CUR Decomposition with Uninterrupted Retention and Low-Rank Adaptation in Large Language Models—0
Dictionary Insertion Prompting for Multilingual Reasoning on Multilingual Large Language Models—0
Dialectical Behavior Therapy Approach to LLM Prompting—0
Adaptive Inference-Time Compute: LLMs Can Predict if They Can Do Better, Even Mid-Generation—0
SelectLLM: Query-Aware Efficient Selection Algorithm for Large Language Models—0
D^2LoRA: Data-Driven LoRA Initialization for Low Resource Tasks—0
Self-Consistency Boosts Calibration for Math Reasoning—0
Critic-CoT: Boosting the reasoning abilities of large language model via Chain-of-thoughts Critic—0
Self-Consistency Preference Optimization—0
Self-Evaluation Guided Beam Search for Reasoning—0
Self-Evolved Preference Optimization for Enhancing Mathematical Reasoning in Small Language Models—0
CPL: Critical Plan Step Learning Boosts LLM Generalization in Reasoning Tasks—0
Self-Imagine: Effective Unimodal Reasoning with Multimodal Models using Self-Imagination—0
CoThink: Token-Efficient Reasoning via Instruct Models Guiding Reasoning Models—0
Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst—0
Cost-Saving LLM Cascades with Early Abstention—0
Self-Training Large Language Models for Tool-Use Without Demonstrations—0
Hint of Thought prompting: an explainable and zero-shot approach to reasoning tasks with LLMs—0
Semantic Exploration with Adaptive Gating for Efficient Problem Solving with Language Models—0
CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1XolverAccuracy98.1—Unverified
2Orange-mini0-shot MRR98—Unverified