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Foundation Models

4,860 papers

Papers per year

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123
1821
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Papers

WalkLM: A Uniform Language Model Fine-tuning Framework for Attributed Graph Embedding NIPS 2023
Understanding Social Reasoning in Language Models with Language Models NIPS 2023
Pretraining task diversity and the emergence of non-Bayesian in-context learning for regression NIPS 2023
FACE: Evaluating Natural Language Generation with Fourier Analysis of Cross-Entropy NIPS 2023
Joint processing of linguistic properties in brains and language models NIPS 2023
MotionGPT: Human Motion as a Foreign Language NIPS 2023
Quantum Bayesian Optimization NIPS 2023
VPGTrans: Transfer Visual Prompt Generator across LLMs NIPS 2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation NIPS 2023
Compositional Foundation Models for Hierarchical Planning NIPS 2023
Diffusion Model for Graph Inverse Problems: Towards Effective Source Localization on Complex Networks NIPS 2023
SPRING: Studying Papers and Reasoning to play Games NIPS 2023
Generate What You Prefer: Reshaping Sequential Recommendation via Guided Diffusion NIPS 2023
The Impact of Positional Encoding on Length Generalization in Transformers NIPS 2023
EmbodiedGPT: Vision-Language Pre-Training via Embodied Chain of Thought NIPS 2023
No Train No Gain: Revisiting Efficient Training Algorithms For Transformer-based Language Models NIPS 2023
On Sparse Modern Hopfield Model NIPS 2023
Mathematical Capabilities of ChatGPT NIPS 2023
Scalable Transformer for PDE Surrogate Modeling NIPS 2023
Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning NIPS 2023
Subject-driven Text-to-Image Generation via Apprenticeship Learning NIPS 2023
A Hierarchical Training Paradigm for Antibody Structure-sequence Co-design NIPS 2023
NAP: Neural 3D Articulated Object Prior NIPS 2023
Foundation Model is Efficient Multimodal Multitask Model Selector NIPS 2023
LOVM: Language-Only Vision Model Selection NIPS 2023