Chain-of-Thought Reasoning Without Prompting
Paper
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2402.10200
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Published
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104
Reasoning
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Teaching Large Language Models to Reason with Reinforcement Learning
Paper • 2403.04642 • Published • 46 -
PERL: Parameter Efficient Reinforcement Learning from Human Feedback
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MathScale: Scaling Instruction Tuning for Mathematical Reasoning
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Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models
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Advancing LLM Reasoning Generalists with Preference Trees
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Iterative Reasoning Preference Optimization
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ALPINE: Unveiling the Planning Capability of Autoregressive Learning in Language Models
Paper • 2405.09220 • Published • 24 -
LLaMA-NAS: Efficient Neural Architecture Search for Large Language Models
Paper • 2405.18377 • Published • 18 -
Towards Building Specialized Generalist AI with System 1 and System 2 Fusion
Paper • 2407.08642 • Published • 9