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Foundation Models

4845 directly classified papers

Papers per year

Papers

TeamShakespeare at SemEval-2023 Task 6: Understand Legal Documents with Contextualized Large Language Models SEMEVAL 2023
Fusing Pre-Trained Language Models With Multimodal Prompts Through Reinforcement Learning CVPR 2023
Understanding and Improving Visual Prompting: A Label-Mapping Perspective CVPR 2023
Exploring the Use of Foundation Models for Named Entity Recognition and Lemmatization Tasks in Slavic Languages EACL 2023
Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models ACL 2023
A Discerning Several Thousand Judgments: GPT-3 Rates the Article + Adjective + Numeral + Noun Construction EACL 2023
Trompt: Towards a Better Deep Neural Network for Tabular Data ICML 2023
On the Power of Foundation Models ICML 2023
Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language ICML 2023
Efficient Approximations of Complete Interatomic Potentials for Crystal Property Prediction ICML 2023
Variational Open-Domain Question Answering ICML 2023
GNOT: A General Neural Operator Transformer for Operator Learning ICML 2023
KDEformer: Accelerating Transformers via Kernel Density Estimation ICML 2023
A Study on Transformer Configuration and Training Objective ICML 2023
$\pi$-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation ICML 2023
What Can Human Sketches Do for Object Detection? CVPR 2023
Transformers Learn In-Context by Gradient Descent ICML 2023
Learning Neural PDE Solvers with Parameter-Guided Channel Attention ICML 2023
Whose Opinions Do Language Models Reflect? ICML 2023
Training Deep Surrogate Models with Large Scale Online Learning ICML 2023
FusionRetro: Molecule Representation Fusion via In-Context Learning for Retrosynthetic Planning ICML 2023
Transformers as Algorithms: Generalization and Stability in In-context Learning ICML 2023
Ewald-based Long-Range Message Passing for Molecular Graphs ICML 2023
Looped Transformers as Programmable Computers ICML 2023
Generalizing Neural Wave Functions ICML 2023