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Foundation Models

4845 directly classified papers

Papers per year

Papers

Exploring the Cognitive Knowledge Structure of Large Language Models: An Educational Diagnostic Assessment Approach EMNLP 2023
Transformer-Based Language Model Surprisal Predicts Human Reading Times Best with About Two Billion Training Tokens EMNLP 2023
Yishu: Yishu at WMT2023 Translation Task EMNLP 2023
Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors NIPS 2023
AbDiffuser: full-atom generation of in-vitro functioning antibodies NIPS 2023
Gaussian Process Probes (GPP) for Uncertainty-Aware Probing NIPS 2023
Compositional Foundation Models for Hierarchical Planning NIPS 2023
Mathematical Capabilities of ChatGPT NIPS 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena NIPS 2023
A Logic for Expressing Log-Precision Transformers NIPS 2023
Multiscale Tensor Decomposition and Rendering Equation Encoding for View Synthesis CVPR 2023
Learning Customized Visual Models With Retrieval-Augmented Knowledge CVPR 2023
Uni-Perceiver v2: A Generalist Model for Large-Scale Vision and Vision-Language Tasks CVPR 2023
Back to the Source: Diffusion-Driven Adaptation To Test-Time Corruption CVPR 2023
Probabilistic Prompt Learning for Dense Prediction CVPR 2023
MaPLe: Multi-Modal Prompt Learning CVPR 2023
Knowledge Rumination for Pre-trained Language Models EMNLP 2023
Cogito Ergo Summ: Abstractive Summarization of Biomedical Papers via Semantic Parsing Graphs and Consistency Rewards AAAI 2023
Adaptive Gating in Mixture-of-Experts based Language Models EMNLP 2023
Large Language Models: The Need for Nuance in Current Debates and a Pragmatic Perspective on Understanding EMNLP 2023
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages ACL 2023
Neural Operator: Learning Maps Between Function Spaces With Applications to PDEs JMLR 2023
Control-NeRF: Editable Feature Volumes for Scene Rendering and Manipulation WACV 2023
How About Kind of Generating Hedges using End-to-End Neural Models? ACL 2023
On the Efficacy of Sampling Adapters ACL 2023