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Foundation Models

4845 directly classified papers

Papers per year

Papers

On Testing and Learning Quantum Junta Channels COLT 2023
Estimating Numbers without Regression EACL 2023
Large Language Models are few(1)-shot Table Reasoners EACL 2023
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting NIPS 2023
FACE: Evaluating Natural Language Generation with Fourier Analysis of Cross-Entropy NIPS 2023
Pre-Training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction NIPS 2023
Energy-based Predictive Representations for Partially Observed Reinforcement Learning UAI 2023
Domain Agnostic Fourier Neural Operators NIPS 2023
Segment Any Point Cloud Sequences by Distilling Vision Foundation Models NIPS 2023
ConceptFusion: Open-set multimodal 3D mapping RSS 2023
CALM-Bench: A Multi-task Benchmark for Evaluating Causality-Aware Language Models EACL 2023
Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding MLHC 2023
Scaling Clinical Trial Matching Using Large Language Models: A Case Study in Oncology MLHC 2023
LIMA: Less Is More for Alignment NIPS 2023
Guiding Large Language Models via Directional Stimulus Prompting NIPS 2023
Large Language Models Are Semi-Parametric Reinforcement Learning Agents NIPS 2023
The Impact of Positional Encoding on Length Generalization in Transformers NIPS 2023
Low-shot Object Learning with Mutual Exclusivity Bias NIPS 2023
Neural Foundations of Mental Simulation: Future Prediction of Latent Representations on Dynamic Scenes NIPS 2023
Joint processing of linguistic properties in brains and language models NIPS 2023
End-to-end Case-Based Reasoning for Commonsense Knowledge Base Completion EACL 2023
Dynamic Benchmarking of Masked Language Models on Temporal Concept Drift with Multiple Views EACL 2023
Multimodal Clinical Benchmark for Emergency Care (MC-BEC): A Comprehensive Benchmark for Evaluating Foundation Models in Emergency Medicine NIPS 2023
ATT3D: Amortized Text-to-3D Object Synthesis ICCV 2023
End-to-End Neural Discourse Deixis Resolution in Dialogue EMNLP 2022