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Showing 171–180 of 439 papers

TitleStatusHype
Adaptive Decoding via Latent Preference Optimization—0
Dynamic Subset Tuning: Expanding the Operational Range of Parameter-Efficient Training for Large Language Models—0
What Do Learning Dynamics Reveal About Generalization in LLM Reasoning?Code1
UTMath: Math Evaluation with Unit Test via Reasoning-to-Coding ThoughtsCode1
Quasi-random Multi-Sample Inference for Large Language Models—0
Reasoning Robustness of LLMs to Adversarial Typographical Errors—0
Kwai-STaR: Transform LLMs into State-Transition Reasoners—0
Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-RewardingCode2
Self-Consistency Preference Optimization—0
Dictionary Insertion Prompting for Multilingual Reasoning on Multilingual Large Language Models—0
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Benchmark Results

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