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Collections including paper arxiv:2412.16145

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感兴趣热门论文集合

about 18 hours ago

ProcessBench: Identifying Process Errors in Mathematical Reasoning

Paper • 2412.06559 • Published 25 days ago • 72
Maya: An Instruction Finetuned Multilingual Multimodal Model

Paper • 2412.07112 • Published 25 days ago • 25
OpenAI o1 System Card

Paper • 2412.16720 • Published 13 days ago • 29
Diving into Self-Evolving Training for Multimodal Reasoning

Paper • 2412.17451 • Published 12 days ago • 40

reasoning-agentic

OpenAI o1 System Card

Paper • 2412.16720 • Published 13 days ago • 29
LearnLM: Improving Gemini for Learning

Paper • 2412.16429 • Published 14 days ago • 20
NILE: Internal Consistency Alignment in Large Language Models

Paper • 2412.16686 • Published 13 days ago • 8
Offline Reinforcement Learning for LLM Multi-Step Reasoning

Paper • 2412.16145 • Published 14 days ago • 36

my-fav-rl-papers

Offline Reinforcement Learning for LLM Multi-Step Reasoning

Paper • 2412.16145 • Published 14 days ago • 36

Offline Reinforcement Learning for LLM Multi-Step Reasoning

Paper • 2412.16145 • Published 14 days ago • 36

STaR: Bootstrapping Reasoning With Reasoning

Paper • 2203.14465 • Published Mar 28, 2022 • 8
Let's Verify Step by Step

Paper • 2305.20050 • Published May 31, 2023 • 10
Training Large Language Models to Reason in a Continuous Latent Space

Paper • 2412.06769 • Published 25 days ago • 64
Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions

Paper • 2411.14405 • Published Nov 21, 2024 • 58

Video Creation by Demonstration

Paper • 2412.09551 • Published 22 days ago • 8
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published 24 days ago • 46
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation

Paper • 2412.06531 • Published 25 days ago • 71
APOLLO: SGD-like Memory, AdamW-level Performance

Paper • 2412.05270 • Published 28 days ago • 38

RL Fine-tuning Reasoning

A Collection of Papers on Using Reinforcement Learning to Enhance Reasoning

Training Large Language Models to Reason in a Continuous Latent Space

Paper • 2412.06769 • Published 25 days ago • 64
Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding

Paper • 2411.04282 • Published Nov 6, 2024 • 31
Offline Reinforcement Learning for LLM Multi-Step Reasoning

Paper • 2412.16145 • Published 14 days ago • 36
MALT: Improving Reasoning with Multi-Agent LLM Training

Paper • 2412.01928 • Published Dec 2, 2024 • 39

Paper - Multimodal

Paper related to Multimodal Model - Research for a : Modular, Multimodal, Multi-Stream, Mixture of Expert, Universal Transformer, Matryoshka embedding

Flowing from Words to Pixels: A Framework for Cross-Modality Evolution

Paper • 2412.15213 • Published 15 days ago • 25
No More Adam: Learning Rate Scaling at Initialization is All You Need

Paper • 2412.11768 • Published 18 days ago • 41
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published 17 days ago • 116
Autoregressive Video Generation without Vector Quantization

Paper • 2412.14169 • Published 16 days ago • 14

RL Zero: Zero-Shot Language to Behaviors without any Supervision

Paper • 2412.05718 • Published 27 days ago • 4
Offline Reinforcement Learning for LLM Multi-Step Reasoning

Paper • 2412.16145 • Published 14 days ago • 36
Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Paper • 2412.15797 • Published 15 days ago • 15
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search

Paper • 2412.18319 • Published 11 days ago • 33

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 135
Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models

Paper • 2409.18943 • Published Sep 27, 2024 • 28
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge

Paper • 2411.16594 • Published Nov 25, 2024 • 36
Offline Reinforcement Learning for LLM Multi-Step Reasoning

Paper • 2412.16145 • Published 14 days ago • 36

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