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Showing 401–439 of 439 papers

TitleStatusHype
Automatic Prompt Selection for Large Language Models—0
AutoJudge: Judge Decoding Without Manual Annotation—0
Token-Supervised Value Models for Enhancing Mathematical Reasoning Capabilities of Large Language Models—0
AttentionInfluence: Adopting Attention Head Influence for Weak-to-Strong Pretraining Data Selection—0
Towards Multilingual LLM Evaluation for European Languages—0
Assessing the Impact of Prompting Methods on ChatGPT's Mathematical Capabilities—0
Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions—0
Towards Intrinsic Self-Correction Enhancement in Monte Carlo Tree Search Boosted Reasoning via Iterative Preference Learning—0
Arithmetic Reasoning with LLM: Prolog Generation & Permutation—0
Trace-of-Thought Prompting: Investigating Prompt-Based Knowledge Distillation Through Question Decomposition—0
Training Chain-of-Thought via Latent-Variable Inference—0
Training-Free Mitigation of Language Reasoning Degradation After Multimodal Instruction Tuning—0
A Graph-Based Synthetic Data Pipeline for Scaling High-Quality Reasoning Instructions—0
Learning to Rank Chain-of-Thought: An Energy-Based Approach with Outcome Supervision—0
Learning to Reason via Self-Iterative Process Feedback for Small Language Models—0
LED-Merging: Mitigating Safety-Utility Conflicts in Model Merging with Location-Election-Disjoint—0
LearnAlign: Reasoning Data Selection for Reinforcement Learning in Large Language Models Based on Improved Gradient Alignment—0
Let's Reinforce Step by Step—0
Let's reward step by step: Step-Level reward model as the Navigators for Reasoning—0
Leveraging Uncertainty Estimation for Efficient LLM Routing—0
Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge—0
Large Language Models Can Self-Improve—0
LiteSearch: Efficacious Tree Search for LLM—0
LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models—0
LLaMa-SciQ: An Educational Chatbot for Answering Science MCQ—0
Training Large Language Models to Reason via EM Policy Gradient—0
Large Language Models as Analogical Reasoners—0
KwaiYiiMath: Technical Report—0
Kwai-STaR: Transform LLMs into State-Transition Reasoners—0
Meaning-Typed Programming: Language Abstraction and Runtime for Model-Integrated Applications—0
AgentInstruct: Toward Generative Teaching with Agentic Flows—0
DavIR: Data Selection via Implicit Reward for Large Language Models—0
Local Prompt Optimization—0
Logic Contrastive Reasoning with Lightweight Large Language Model for Math Word Problems—0
Transcending Scaling Laws with 0.1% Extra Compute—0
Look Before You Leap: Problem Elaboration Prompting Improves Mathematical Reasoning in Large Language Models—0
KisMATH: Do LLMs Have Knowledge of Implicit Structures in Mathematical Reasoning?—0
Key-Point-Driven Data Synthesis with its Enhancement on Mathematical Reasoning—0
LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing—0
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Benchmark Results

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