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Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning
Paper • 2211.04325 • Published -
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Paper • 1810.04805 • Published • 17 -
On the Opportunities and Risks of Foundation Models
Paper • 2108.07258 • Published -
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks
Paper • 2204.07705 • Published • 1
Collections
Discover the best community collections!
Collections including paper arxiv:2312.06674
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Chain-of-Thought Reasoning Without Prompting
Paper • 2402.10200 • Published • 106 -
How to Train Data-Efficient LLMs
Paper • 2402.09668 • Published • 42 -
BitDelta: Your Fine-Tune May Only Be Worth One Bit
Paper • 2402.10193 • Published • 22 -
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts
Paper • 2402.09727 • Published • 38
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Self-Rewarding Language Models
Paper • 2401.10020 • Published • 147 -
ReFT: Reasoning with Reinforced Fine-Tuning
Paper • 2401.08967 • Published • 30 -
Tuning Language Models by Proxy
Paper • 2401.08565 • Published • 23 -
TrustLLM: Trustworthiness in Large Language Models
Paper • 2401.05561 • Published • 69
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JaxMARL: Multi-Agent RL Environments in JAX
Paper • 2311.10090 • Published • 8 -
ToolTalk: Evaluating Tool-Usage in a Conversational Setting
Paper • 2311.10775 • Published • 10 -
Contrastive Chain-of-Thought Prompting
Paper • 2311.09277 • Published • 36 -
Testing Language Model Agents Safely in the Wild
Paper • 2311.10538 • Published • 11
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System 2 Attention (is something you might need too)
Paper • 2311.11829 • Published • 42 -
TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems
Paper • 2311.11315 • Published • 8 -
Alignment for Honesty
Paper • 2312.07000 • Published • 16 -
Steering Llama 2 via Contrastive Activation Addition
Paper • 2312.06681 • Published • 15