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Collections including paper arxiv:2304.03442

250 Years of America, 250 Open AI Milestones

For the 250th birthday of the USA: the 250 most important American open models, datasets, papers and Spaces, ranked from #1 down. Happy 4th of July!

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 141
PyTorch: An Imperative Style, High-Performance Deep Learning Library

Paper • 1912.01703 • Published Dec 3, 2019 • 2
google-bert/bert-base-uncased

Fill-Mask • 0.1B • Updated Feb 19, 2024 • 52.3M • • 2.99k
openai-community/gpt2

Text Generation • 0.1B • Updated Feb 19, 2024 • 14.6M • 3.71k

LLM Agents for Society Simulations

Generative Agent Simulations of 1,000 People

Paper • 2411.10109 • Published Nov 15, 2024 • 5
Generative Agents: Interactive Simulacra of Human Behavior

Paper • 2304.03442 • Published Apr 7, 2023 • 16
Unbounded: A Generative Infinite Game of Character Life Simulation

Paper • 2410.18975 • Published Oct 24, 2024 • 37
AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society

Paper • 2502.08691 • Published Feb 12, 2025

World Simulations

SimWorld: An Open-ended Realistic Simulator for Autonomous Agents in Physical and Social Worlds

Paper • 2512.01078 • Published Nov 30, 2025 • 34
Generative Agents: Interactive Simulacra of Human Behavior

Paper • 2304.03442 • Published Apr 7, 2023 • 16

👤 Implicit Personalization in Language Models

Works on detecting, attributing and controlling implicit personalization in language models

Designing a Dashboard for Transparency and Control of Conversational AI

Paper • 2406.07882 • Published Jun 12, 2024 • 13
Jerry999/ImplicitPersonalizationData

Viewer • Updated Oct 25, 2024 • 518 • 121 • 1
Implicit Personalization in Language Models: A Systematic Study

Paper • 2405.14808 • Published May 23, 2024
Towards Understanding Sycophancy in Language Models

Paper • 2310.13548 • Published Oct 20, 2023 • 7

A collection of arXiv papers from Chip Huyen's AI Engineering organized by chapter and ordered by when each appears in the book.

Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning

Paper • 2211.04325 • Published Oct 26, 2022 • 1
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 33
On the Opportunities and Risks of Foundation Models

Paper • 2108.07258 • Published Aug 16, 2021 • 2
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks

Paper • 2204.07705 • Published Apr 16, 2022 • 2

Unbounded 3D worlds

BlockFusion: Expandable 3D Scene Generation using Latent Tri-plane Extrapolation

Paper • 2401.17053 • Published Jan 30, 2024 • 33
FantasyWorld: Geometry-Consistent World Modeling via Unified Video and 3D Prediction

Paper • 2509.21657 • Published Sep 25, 2025 • 5
VGGT: Visual Geometry Grounded Transformer

Paper • 2503.11651 • Published Mar 14, 2025 • 40
GENIE: Gaussian Encoding for Neural Radiance Fields Interactive Editing

Paper • 2508.02831 • Published Aug 4, 2025 • 12

High-Resolution Image Synthesis with Latent Diffusion Models

Paper • 2112.10752 • Published Dec 20, 2021 • 17
Adding Conditional Control to Text-to-Image Diffusion Models

Paper • 2302.05543 • Published Feb 10, 2023 • 60
Proximal Policy Optimization Algorithms

Paper • 1707.06347 • Published Jul 20, 2017 • 12
Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Paper • 2305.18290 • Published May 29, 2023 • 71

DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents

Paper • 2506.11763 • Published Jun 13, 2025 • 74
Generative Agents: Interactive Simulacra of Human Behavior

Paper • 2304.03442 • Published Apr 7, 2023 • 16
Voyager: An Open-Ended Embodied Agent with Large Language Models

Paper • 2305.16291 • Published May 25, 2023 • 13
Reflexion: Language Agents with Verbal Reinforcement Learning

Paper • 2303.11366 • Published Mar 20, 2023 • 9

Self-Generated In-Context Examples Improve LLM Agents for Sequential Decision-Making Tasks

Paper • 2505.00234 • Published May 1, 2025 • 26
AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments

Paper • 2405.07960 • Published May 13, 2024 • 1
Generative Agents: Interactive Simulacra of Human Behavior

Paper • 2304.03442 • Published Apr 7, 2023 • 16
RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning

Paper • 2504.20073 • Published Apr 24, 2025 • 12

Agent Based Modeling

Generative agent-based modeling with actions grounded in physical, social, or digital space using Concordia

Paper • 2312.03664 • Published Dec 6, 2023 • 11
Generative Agents: Interactive Simulacra of Human Behavior

Paper • 2304.03442 • Published Apr 7, 2023 • 16
More Agents Is All You Need

Paper • 2402.05120 • Published Feb 3, 2024 • 59

250 Years of America, 250 Open AI Milestones

For the 250th birthday of the USA: the 250 most important American open models, datasets, papers and Spaces, ranked from #1 down. Happy 4th of July!

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 141
PyTorch: An Imperative Style, High-Performance Deep Learning Library

Paper • 1912.01703 • Published Dec 3, 2019 • 2
google-bert/bert-base-uncased

Fill-Mask • 0.1B • Updated Feb 19, 2024 • 52.3M • • 2.99k
openai-community/gpt2

Text Generation • 0.1B • Updated Feb 19, 2024 • 14.6M • 3.71k

Unbounded 3D worlds

BlockFusion: Expandable 3D Scene Generation using Latent Tri-plane Extrapolation

Paper • 2401.17053 • Published Jan 30, 2024 • 33
FantasyWorld: Geometry-Consistent World Modeling via Unified Video and 3D Prediction

Paper • 2509.21657 • Published Sep 25, 2025 • 5
VGGT: Visual Geometry Grounded Transformer

Paper • 2503.11651 • Published Mar 14, 2025 • 40
GENIE: Gaussian Encoding for Neural Radiance Fields Interactive Editing

Paper • 2508.02831 • Published Aug 4, 2025 • 12

LLM Agents for Society Simulations

Generative Agent Simulations of 1,000 People

Paper • 2411.10109 • Published Nov 15, 2024 • 5
Generative Agents: Interactive Simulacra of Human Behavior

Paper • 2304.03442 • Published Apr 7, 2023 • 16
Unbounded: A Generative Infinite Game of Character Life Simulation

Paper • 2410.18975 • Published Oct 24, 2024 • 37
AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society

Paper • 2502.08691 • Published Feb 12, 2025

High-Resolution Image Synthesis with Latent Diffusion Models

Paper • 2112.10752 • Published Dec 20, 2021 • 17
Adding Conditional Control to Text-to-Image Diffusion Models

Paper • 2302.05543 • Published Feb 10, 2023 • 60
Proximal Policy Optimization Algorithms

Paper • 1707.06347 • Published Jul 20, 2017 • 12
Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Paper • 2305.18290 • Published May 29, 2023 • 71

World Simulations

SimWorld: An Open-ended Realistic Simulator for Autonomous Agents in Physical and Social Worlds

Paper • 2512.01078 • Published Nov 30, 2025 • 34
Generative Agents: Interactive Simulacra of Human Behavior

Paper • 2304.03442 • Published Apr 7, 2023 • 16

DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents

Paper • 2506.11763 • Published Jun 13, 2025 • 74
Generative Agents: Interactive Simulacra of Human Behavior

Paper • 2304.03442 • Published Apr 7, 2023 • 16
Voyager: An Open-Ended Embodied Agent with Large Language Models

Paper • 2305.16291 • Published May 25, 2023 • 13
Reflexion: Language Agents with Verbal Reinforcement Learning

Paper • 2303.11366 • Published Mar 20, 2023 • 9

👤 Implicit Personalization in Language Models

Works on detecting, attributing and controlling implicit personalization in language models

Designing a Dashboard for Transparency and Control of Conversational AI

Paper • 2406.07882 • Published Jun 12, 2024 • 13
Jerry999/ImplicitPersonalizationData

Viewer • Updated Oct 25, 2024 • 518 • 121 • 1
Implicit Personalization in Language Models: A Systematic Study

Paper • 2405.14808 • Published May 23, 2024
Towards Understanding Sycophancy in Language Models

Paper • 2310.13548 • Published Oct 20, 2023 • 7

Self-Generated In-Context Examples Improve LLM Agents for Sequential Decision-Making Tasks

Paper • 2505.00234 • Published May 1, 2025 • 26
AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments

Paper • 2405.07960 • Published May 13, 2024 • 1
Generative Agents: Interactive Simulacra of Human Behavior

Paper • 2304.03442 • Published Apr 7, 2023 • 16
RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning

Paper • 2504.20073 • Published Apr 24, 2025 • 12

A collection of arXiv papers from Chip Huyen's AI Engineering organized by chapter and ordered by when each appears in the book.

Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning

Paper • 2211.04325 • Published Oct 26, 2022 • 1
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 33
On the Opportunities and Risks of Foundation Models

Paper • 2108.07258 • Published Aug 16, 2021 • 2
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks

Paper • 2204.07705 • Published Apr 16, 2022 • 2

Agent Based Modeling

Generative agent-based modeling with actions grounded in physical, social, or digital space using Concordia

Paper • 2312.03664 • Published Dec 6, 2023 • 11
Generative Agents: Interactive Simulacra of Human Behavior

Paper • 2304.03442 • Published Apr 7, 2023 • 16
More Agents Is All You Need

Paper • 2402.05120 • Published Feb 3, 2024 • 59

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