- 
	
	
	
Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning
Paper • 2211.04325 • Published • 1 - 
	
	
	
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Paper • 1810.04805 • Published • 23 - 
	
	
	
On the Opportunities and Risks of Foundation Models
Paper • 2108.07258 • Published • 1 - 
	
	
	
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks
Paper • 2204.07705 • Published • 2 
Collections
Discover the best community collections!
Collections including paper arxiv:2304.03442 
						
					
				- 
	
	
	
Self-Generated In-Context Examples Improve LLM Agents for Sequential Decision-Making Tasks
Paper • 2505.00234 • Published • 26 - 
	
	
	
AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments
Paper • 2405.07960 • Published • 1 - 
	
	
	
Generative Agents: Interactive Simulacra of Human Behavior
Paper • 2304.03442 • Published • 13 - 
	
	
	
RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning
Paper • 2504.20073 • Published • 13 
- 
	
	
	
Video Creation by Demonstration
Paper • 2412.09551 • Published • 9 - 
	
	
	
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation
Paper • 2412.07589 • Published • 48 - 
	
	
	
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation
Paper • 2412.06531 • Published • 72 - 
	
	
	
APOLLO: SGD-like Memory, AdamW-level Performance
Paper • 2412.05270 • Published • 38 
- 
	
	
	
Re3: Generating Longer Stories With Recursive Reprompting and Revision
Paper • 2210.06774 • Published • 2 - 
	
	
	
Constitutional AI: Harmlessness from AI Feedback
Paper • 2212.08073 • Published • 3 - 
	
	
	
AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls
Paper • 2402.04253 • Published - 
	
	
	
Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate
Paper • 2305.19118 • Published 
- 
	
	
	
Generative Agent Simulations of 1,000 People
Paper • 2411.10109 • Published • 5 - 
	
	
	
Generative Agents: Interactive Simulacra of Human Behavior
Paper • 2304.03442 • Published • 13 - 
	
	
	
Unbounded: A Generative Infinite Game of Character Life Simulation
Paper • 2410.18975 • Published • 37 - 
	
	
	
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents
Paper • 2412.03563 • Published • 1 
- 
	
	
	
Generative agent-based modeling with actions grounded in physical, social, or digital space using Concordia
Paper • 2312.03664 • Published • 11 - 
	
	
	
Generative Agents: Interactive Simulacra of Human Behavior
Paper • 2304.03442 • Published • 13 - 
	
	
	
More Agents Is All You Need
Paper • 2402.05120 • Published • 57 
- 
	
	
	
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks
Paper • 2412.14161 • Published • 51 - 
	
	
	
Training Software Engineering Agents and Verifiers with SWE-Gym
Paper • 2412.21139 • Published • 24 - 
	
	
	
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis
Paper • 2412.19723 • Published • 87 - 
	
	
	
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation
Paper • 2408.00764 • Published • 1 
- 
	
	
	
RA-DIT: Retrieval-Augmented Dual Instruction Tuning
Paper • 2310.01352 • Published • 7 - 
	
	
	
Self-Consistency Improves Chain of Thought Reasoning in Language Models
Paper • 2203.11171 • Published • 5 - 
	
	
	
MemGPT: Towards LLMs as Operating Systems
Paper • 2310.08560 • Published • 8 - 
	
	
	
Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models
Paper • 2310.06117 • Published • 2 
- 
	
	
	
Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning
Paper • 2211.04325 • Published • 1 - 
	
	
	
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Paper • 1810.04805 • Published • 23 - 
	
	
	
On the Opportunities and Risks of Foundation Models
Paper • 2108.07258 • Published • 1 - 
	
	
	
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks
Paper • 2204.07705 • Published • 2 
- 
	
	
	
Generative Agent Simulations of 1,000 People
Paper • 2411.10109 • Published • 5 - 
	
	
	
Generative Agents: Interactive Simulacra of Human Behavior
Paper • 2304.03442 • Published • 13 - 
	
	
	
Unbounded: A Generative Infinite Game of Character Life Simulation
Paper • 2410.18975 • Published • 37 - 
	
	
	
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents
Paper • 2412.03563 • Published • 1 
- 
	
	
	
Self-Generated In-Context Examples Improve LLM Agents for Sequential Decision-Making Tasks
Paper • 2505.00234 • Published • 26 - 
	
	
	
AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments
Paper • 2405.07960 • Published • 1 - 
	
	
	
Generative Agents: Interactive Simulacra of Human Behavior
Paper • 2304.03442 • Published • 13 - 
	
	
	
RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning
Paper • 2504.20073 • Published • 13 
- 
	
	
	
Generative agent-based modeling with actions grounded in physical, social, or digital space using Concordia
Paper • 2312.03664 • Published • 11 - 
	
	
	
Generative Agents: Interactive Simulacra of Human Behavior
Paper • 2304.03442 • Published • 13 - 
	
	
	
More Agents Is All You Need
Paper • 2402.05120 • Published • 57 
- 
	
	
	
Video Creation by Demonstration
Paper • 2412.09551 • Published • 9 - 
	
	
	
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation
Paper • 2412.07589 • Published • 48 - 
	
	
	
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation
Paper • 2412.06531 • Published • 72 - 
	
	
	
APOLLO: SGD-like Memory, AdamW-level Performance
Paper • 2412.05270 • Published • 38 
- 
	
	
	
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks
Paper • 2412.14161 • Published • 51 - 
	
	
	
Training Software Engineering Agents and Verifiers with SWE-Gym
Paper • 2412.21139 • Published • 24 - 
	
	
	
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis
Paper • 2412.19723 • Published • 87 - 
	
	
	
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation
Paper • 2408.00764 • Published • 1 
- 
	
	
	
Re3: Generating Longer Stories With Recursive Reprompting and Revision
Paper • 2210.06774 • Published • 2 - 
	
	
	
Constitutional AI: Harmlessness from AI Feedback
Paper • 2212.08073 • Published • 3 - 
	
	
	
AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls
Paper • 2402.04253 • Published - 
	
	
	
Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate
Paper • 2305.19118 • Published 
- 
	
	
	
RA-DIT: Retrieval-Augmented Dual Instruction Tuning
Paper • 2310.01352 • Published • 7 - 
	
	
	
Self-Consistency Improves Chain of Thought Reasoning in Language Models
Paper • 2203.11171 • Published • 5 - 
	
	
	
MemGPT: Towards LLMs as Operating Systems
Paper • 2310.08560 • Published • 8 - 
	
	
	
Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models
Paper • 2310.06117 • Published • 2