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Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search
Paper • 2412.18319 • Published • 34 -
Token-Budget-Aware LLM Reasoning
Paper • 2412.18547 • Published • 42 -
Efficiently Serving LLM Reasoning Programs with Certaindex
Paper • 2412.20993 • Published • 29 -
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners
Paper • 2412.17256 • Published • 44
Collections
Discover the best community collections!
Collections including paper arxiv:2411.08147
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Video Creation by Demonstration
Paper • 2412.09551 • Published • 8 -
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation
Paper • 2412.07589 • Published • 46 -
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation
Paper • 2412.06531 • Published • 71 -
APOLLO: SGD-like Memory, AdamW-level Performance
Paper • 2412.05270 • Published • 38
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Phi-4 Technical Report
Paper • 2412.08905 • Published • 96 -
Evaluating and Aligning CodeLLMs on Human Preference
Paper • 2412.05210 • Published • 47 -
Evaluating Language Models as Synthetic Data Generators
Paper • 2412.03679 • Published • 46 -
Yi-Lightning Technical Report
Paper • 2412.01253 • Published • 25
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OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models
Paper • 2411.04905 • Published • 113 -
LLaVA-o1: Let Vision Language Models Reason Step-by-Step
Paper • 2411.10440 • Published • 112 -
Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions
Paper • 2411.14405 • Published • 58 -
ROICtrl: Boosting Instance Control for Visual Generation
Paper • 2411.17949 • Published • 82
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Large Language Models Can Self-Improve in Long-context Reasoning
Paper • 2411.08147 • Published • 63 -
Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering
Paper • 2411.11504 • Published • 19 -
Auto-Evolve: Enhancing Large Language Model's Performance via Self-Reasoning Framework
Paper • 2410.06328 • Published • 1 -
Critical Tokens Matter: Token-Level Contrastive Estimation Enhence LLM's Reasoning Capability
Paper • 2411.19943 • Published • 56
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Meta-Learning a Dynamical Language Model
Paper • 1803.10631 • Published -
TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation
Paper • 2003.11963 • Published -
BigScience: A Case Study in the Social Construction of a Multilingual Large Language Model
Paper • 2212.04960 • Published • 1 -
Continuous Learning in a Hierarchical Multiscale Neural Network
Paper • 1805.05758 • Published • 1