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Collections including paper arxiv:2412.17256

Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search

Paper • 2412.18319 • Published 13 days ago • 34
Token-Budget-Aware LLM Reasoning

Paper • 2412.18547 • Published 13 days ago • 42
Efficiently Serving LLM Reasoning Programs with Certaindex

Paper • 2412.20993 • Published 7 days ago • 29
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Paper • 2412.17256 • Published 14 days ago • 44

interest_need_read

感兴趣热门论文集合

ProcessBench: Identifying Process Errors in Mathematical Reasoning

Paper • 2412.06559 • Published 28 days ago • 72
Maya: An Instruction Finetuned Multilingual Multimodal Model

Paper • 2412.07112 • Published 27 days ago • 25
OpenAI o1 System Card

Paper • 2412.16720 • Published 16 days ago • 29
Diving into Self-Evolving Training for Multimodal Reasoning

Paper • 2412.17451 • Published 14 days ago • 41

december papers

RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response

Paper • 2412.14922 • Published 18 days ago • 83
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Paper • 2412.17256 • Published 14 days ago • 44
OpenAI o1 System Card

Paper • 2412.16720 • Published 16 days ago • 29
Revisiting In-Context Learning with Long Context Language Models

Paper • 2412.16926 • Published 15 days ago • 27

RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response

Paper • 2412.14922 • Published 18 days ago • 83
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Paper • 2412.17256 • Published 14 days ago • 44
Deliberation in Latent Space via Differentiable Cache Augmentation

Paper • 2412.17747 • Published 14 days ago • 28
Outcome-Refining Process Supervision for Code Generation

Paper • 2412.15118 • Published 18 days ago • 19

B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Paper • 2412.17256 • Published 14 days ago • 44

B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Paper • 2412.17256 • Published 14 days ago • 44
RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response

Paper • 2412.14922 • Published 18 days ago • 83
NILE: Internal Consistency Alignment in Large Language Models

Paper • 2412.16686 • Published 16 days ago • 8

inference time compute

Compressed Chain of Thought: Efficient Reasoning Through Dense Representations

Paper • 2412.13171 • Published 20 days ago • 31
o1-Coder: an o1 Replication for Coding

Paper • 2412.00154 • Published Nov 29, 2024 • 42
Critical Tokens Matter: Token-Level Contrastive Estimation Enhence LLM's Reasoning Capability

Paper • 2411.19943 • Published Nov 29, 2024 • 56
MALT: Improving Reasoning with Multi-Agent LLM Training

Paper • 2412.01928 • Published Dec 2, 2024 • 40

about 1 hour ago

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 28 days ago • 66
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 25 days ago • 8
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published 27 days ago • 46
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation

Paper • 2412.06531 • Published 28 days ago • 71
APOLLO: SGD-like Memory, AdamW-level Performance

Paper • 2412.05270 • Published about 1 month 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 28 days ago • 66
Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding

Paper • 2411.04282 • Published Nov 6, 2024 • 32
Offline Reinforcement Learning for LLM Multi-Step Reasoning

Paper • 2412.16145 • Published 17 days ago • 36
MALT: Improving Reasoning with Multi-Agent LLM Training

Paper • 2412.01928 • Published Dec 2, 2024 • 40

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