Collection by
Feb 8, 2024
Feb 8, 2024
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Collections including paper arxiv:2402.03620
Collection by
Dec 4, 2024
Dec 4, 2024
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Self-Discover: Large Language Models Self-Compose Reasoning Structures
Paper • 2402.03620 • Published • 114 -
Customizing Language Model Responses with Contrastive In-Context Learning
Paper • 2401.17390 • Published -
InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning
Paper • 2402.06332 • Published • 18 -
Chain-of-Thought Reasoning Without Prompting
Paper • 2402.10200 • Published • 104
Collection by
Feb 7, 2024
Feb 7, 2024
Collection by
Mar 8, 2024
Mar 8, 2024
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Self-Discover: Large Language Models Self-Compose Reasoning Structures
Paper • 2402.03620 • Published • 114 -
Chain-of-Thought Reasoning Without Prompting
Paper • 2402.10200 • Published • 104 -
Orca-Math: Unlocking the potential of SLMs in Grade School Math
Paper • 2402.14830 • Published • 24 -
Teaching Large Language Models to Reason with Reinforcement Learning
Paper • 2403.04642 • Published • 46
Collection by
Feb 7, 2024
Feb 7, 2024
Collection by
Feb 7, 2024
Feb 7, 2024
Collection by
Sep 20, 2024
Sep 20, 2024
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Efficient Tool Use with Chain-of-Abstraction Reasoning
Paper • 2401.17464 • Published • 17 -
Divide and Conquer: Language Models can Plan and Self-Correct for Compositional Text-to-Image Generation
Paper • 2401.15688 • Published • 11 -
SliceGPT: Compress Large Language Models by Deleting Rows and Columns
Paper • 2401.15024 • Published • 69 -
From GPT-4 to Gemini and Beyond: Assessing the Landscape of MLLMs on Generalizability, Trustworthiness and Causality through Four Modalities
Paper • 2401.15071 • Published • 35
Collection by
Aug 17, 2024
Aug 17, 2024
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Can Large Language Models Understand Context?
Paper • 2402.00858 • Published • 22 -
Efficient Tool Use with Chain-of-Abstraction Reasoning
Paper • 2401.17464 • Published • 17 -
ReFT: Reasoning with Reinforced Fine-Tuning
Paper • 2401.08967 • Published • 29 -
The Impact of Reasoning Step Length on Large Language Models
Paper • 2401.04925 • Published • 16
Collection by
Feb 9, 2024
Feb 9, 2024
Collection by
Mar 30, 2024
Mar 30, 2024
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Efficient Tool Use with Chain-of-Abstraction Reasoning
Paper • 2401.17464 • Published • 17 -
Transforming and Combining Rewards for Aligning Large Language Models
Paper • 2402.00742 • Published • 11 -
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Paper • 2402.03300 • Published • 76 -
Specialized Language Models with Cheap Inference from Limited Domain Data
Paper • 2402.01093 • Published • 45