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upvoted 2 papers 27 days ago

MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Paper • 2406.01574 • Published 28 days ago • 42

Artificial Generational Intelligence: Cultural Accumulation in Reinforcement Learning

Paper • 2406.00392 • Published about 1 month ago • 12

upvoted 4 papers about 1 month ago

Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts

Paper • 2405.19893 • Published May 30 • 26

Xwin-LM: Strong and Scalable Alignment Practice for LLMs

Paper • 2405.20335 • Published May 30 • 17

Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization

Paper • 2405.15071 • Published May 23 • 31

DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data

Paper • 2405.14333 • Published May 23 • 28

upvoted 3 papers about 2 months ago

Chameleon: Mixed-Modal Early-Fusion Foundation Models

Paper • 2405.09818 • Published May 16 • 111

Many-Shot In-Context Learning in Multimodal Foundation Models

Paper • 2405.09798 • Published May 16 • 25

Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory

Paper • 2405.08707 • Published May 14 • 27

upvoted 4 papers 3 months ago

Scaling (Down) CLIP: A Comprehensive Analysis of Data, Architecture, and Training Strategies

Paper • 2404.08197 • Published Apr 12 • 26

Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention

Paper • 2404.07143 • Published Apr 10 • 97

RULER: What's the Real Context Size of Your Long-Context Language Models?

Paper • 2404.06654 • Published Apr 9 • 32

Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences

Paper • 2404.03715 • Published Apr 4 • 58