Ben Pope

realbenpope's activity

• All
• Models
• Datasets
• Spaces
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

upvoted a paper 2 days ago

InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU

Paper • 2502.08910 • Published 5 days ago • 126

upvoted 2 papers 5 days ago

Hypencoder: Hypernetworks for Information Retrieval

Paper • 2502.05364 • Published 10 days ago • 10

LM2: Large Memory Models

Paper • 2502.06049 • Published 8 days ago • 26

upvoted 3 papers 6 days ago

Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling

Paper • 2502.06703 • Published 7 days ago • 125

SPARC: Subspace-Aware Prompt Adaptation for Robust Continual Learning in LLMs

Paper • 2502.02909 • Published 12 days ago • 2

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Paper • 2502.05171 • Published 10 days ago • 105

upvoted a paper 11 days ago

Demystifying Long Chain-of-Thought Reasoning in LLMs

Paper • 2502.03373 • Published 12 days ago • 51

upvoted 3 papers 17 days ago

Large Language Models Think Too Fast To Explore Effectively

Paper • 2501.18009 • Published 19 days ago • 23

WILDCHAT-50M: A Deep Dive Into the Role of Synthetic Data in Post-Training

Paper • 2501.18511 • Published 18 days ago • 18

Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs

Paper • 2501.18585 • Published 18 days ago • 53

upvoted 3 papers about 1 month ago

Enhancing Human-Like Responses in Large Language Models

Paper • 2501.05032 • Published Jan 9 • 49

Tensor Product Attention Is All You Need

Paper • 2501.06425 • Published Jan 11 • 83

Enabling Scalable Oversight via Self-Evolving Critic

Paper • 2501.05727 • Published Jan 10 • 70

upvoted 5 papers about 2 months ago

HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Paper • 2412.18925 • Published Dec 25, 2024 • 97

OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System

Paper • 2412.20005 • Published Dec 28, 2024 • 18

Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey

Paper • 2412.18619 • Published Dec 16, 2024 • 55

A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression

Paper • 2412.17483 • Published Dec 23, 2024 • 31

YuLan-Mini: An Open Data-efficient Language Model

Paper • 2412.17743 • Published Dec 23, 2024 • 65

upvoted 2 papers 2 months ago

RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation

Paper • 2412.11919 • Published Dec 16, 2024 • 33

Training Large Language Models to Reason in a Continuous Latent Space

Paper • 2412.06769 • Published Dec 9, 2024 • 78