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Collections including paper arxiv:2501.14342

Large Reasoning Models

Demystifying Long Chain-of-Thought Reasoning in LLMs

Paper • 2502.03373 • Published 6 days ago • 48
LIMO: Less is More for Reasoning

Paper • 2502.03387 • Published 6 days ago • 44
LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information

Paper • 2502.02095 • Published 7 days ago • 4
QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search

Paper • 2502.02584 • Published 7 days ago • 14

about 15 hours ago

LinFusion: 1 GPU, 1 Minute, 16K Image

Paper • 2409.02097 • Published Sep 3, 2024 • 33
Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion

Paper • 2409.11406 • Published Sep 17, 2024 • 26
Diffusion Models Are Real-Time Game Engines

Paper • 2408.14837 • Published Aug 27, 2024 • 123
Segment Anything with Multiple Modalities

Paper • 2408.09085 • Published Aug 17, 2024 • 22

The Differences Between Direct Alignment Algorithms are a Blur

Paper • 2502.01237 • Published 8 days ago • 109
s1: Simple test-time scaling

Paper • 2501.19393 • Published 11 days ago • 98
Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs

Paper • 2501.18585 • Published 12 days ago • 51
SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

Paper • 2501.17161 • Published 14 days ago • 101

Chain-of-Retrieval Augmented Generation

Paper • 2501.14342 • Published 18 days ago • 48

Retrieval Augmented Generation (RAG)

Chain-of-Retrieval Augmented Generation

Paper • 2501.14342 • Published 18 days ago • 48
DeepRAG: Thinking to Retrieval Step by Step for Large Language Models

Paper • 2502.01142 • Published 8 days ago • 21
SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model

Paper • 2501.18636 • Published 14 days ago • 25

Chain-of-Retrieval Augmented Generation

Paper • 2501.14342 • Published 18 days ago • 48

Llms and reasoning

Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Paper • 2501.09686 • Published 26 days ago • 36
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published 20 days ago • 314
Chain-of-Retrieval Augmented Generation

Paper • 2501.14342 • Published 18 days ago • 48
RL + Transformer = A General-Purpose Problem Solver

Paper • 2501.14176 • Published 19 days ago • 22

Search-o1: Agentic Search-Enhanced Large Reasoning Models

Paper • 2501.05366 • Published Jan 9 • 92
Chain-of-Retrieval Augmented Generation

Paper • 2501.14342 • Published 18 days ago • 48

Video Creation by Demonstration

Paper • 2412.09551 • Published Dec 12, 2024 • 9
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published Dec 10, 2024 • 45
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation

Paper • 2412.06531 • Published Dec 9, 2024 • 71
APOLLO: SGD-like Memory, AdamW-level Performance

Paper • 2412.05270 • Published Dec 6, 2024 • 38

PAS: Data-Efficient Plug-and-Play Prompt Augmentation System

Paper • 2407.06027 • Published Jul 8, 2024 • 9
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models

Paper • 2407.09025 • Published Jul 12, 2024 • 133
Toto: Time Series Optimized Transformer for Observability

Paper • 2407.07874 • Published Jul 10, 2024 • 30
SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers

Paper • 2407.09413 • Published Jul 12, 2024 • 10

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