Foundation Models

PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation in Poetry Generation AAAI 2024 Policy Learning from Tutorial Books via Understanding, Rehearsing and Introspecting NeurIPS 2024 Poor-Supervised Evaluation for SuperLLM via Mutual Consistency ACL 2024 PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training ICLR 2024 Position: Compositional Generative Modeling: A Single Model is Not All You Need ICML 2024 Position: Cracking the Code of Cascading Disparity Towards Marginalized Communities ICML 2024 Position: Data Authenticity, Consent, & Provenance for AI are all broken: what will it take to fix them? ICML 2024 Position: Data-driven Discovery with Large Generative Models ICML 2024 Position: Foundation Agents as the Paradigm Shift for Decision Making ICML 2024 Position: Graph Foundation Models Are Already Here ICML 2024 PositionID: LLMs can Control Lengths, Copy and Paste with Explicit Positional Awareness EMNLP 2024 Position: Levels of AGI for Operationalizing Progress on the Path to AGI ICML 2024 Position: Leverage Foundational Models for Black-Box Optimization ICML 2024 Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI ICML 2024 Position: On the Societal Impact of Open Foundation Models ICML 2024 Position: Open-Endedness is Essential for Artificial Superhuman Intelligence ICML 2024 Position Paper: Data-Centric AI in the Age of Large Language Models EMNLP 2024 Position: Social Choice Should Guide AI Alignment in Dealing with Diverse Human Feedback ICML 2024 Position: The No Free Lunch Theorem, Kolmogorov Complexity, and the Role of Inductive Biases in Machine Learning ICML 2024 Position: The Platonic Representation Hypothesis ICML 2024 Position: Towards Unified Alignment Between Agents, Humans, and Environment ICML 2024 Position: Video as the New Language for Real-World Decision Making ICML 2024 Position: Why Tabular Foundation Models Should Be a Research Priority ICML 2024 PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models CVPR 2024 Predicting Emergent Abilities with Infinite Resolution Evaluation ICLR 2024