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Foundation Models

4845 directly classified papers

Papers per year

Papers

Pretrained Language Models for Biomedical and Clinical Tasks: Understanding and Extending the State-of-the-Art EMNLP 2020
Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification NIPS 2020
Compositional Visual Generation with Energy Based Models NIPS 2020
From Boltzmann Machines to Neural Networks and Back Again NIPS 2020
MLEngineer at SemEval-2020 Task 7: BERT-Flair Based Humor Detection Model (BFHumor) SEMEVAL 2020
Smash at SemEval-2020 Task 7: Optimizing the Hyperparameters of ERNIE 2.0 for Humor Ranking and Rating SEMEVAL 2020
BERT at SemEval-2020 Task 8: Using BERT to Analyse Meme Emotions SEMEVAL 2020
Interpretable multi-timescale models for predicting fMRI responses to continuous natural speech NIPS 2020
High-Fidelity Generative Image Compression NIPS 2020
Deep Transformers with Latent Depth NIPS 2020
CheXpert++: Approximating the CheXpert Labeler for Speed, Differentiability, and Probabilistic Output MLHC 2020
Variational Integrator Networks for Physically Structured Embeddings AISTATS 2020
AutoSpeech 2020: The Second Automated Machine Learning Challenge for Speech Classification INTERSPEECH 2020
Discourse structure interacts with reference but not syntax in neural language models EMNLP 2020
LMVE at SemEval-2020 Task 4: Commonsense Validation and Explanation Using Pretraining Language Model COLING 2020
Mxgra at SemEval-2020 Task 4: Common Sense Making with Next Token Prediction COLING 2020
Team Solomon at SemEval-2020 Task 4: Be Reasonable: Exploiting Large-scale Language Models for Commonsense Reasoning COLING 2020
TeamJUST at SemEval-2020 Task 4: Commonsense Validation and Explanation Using Ensembling Techniques COLING 2020
Incremental Text-to-Speech Synthesis with Prefix-to-Prefix Framework EMNLP 2020
On the Spatial and Temporal Influence for the Reconstruction of Magnetic Resonance Fingerprinting MIDL 2019
Predicting Discourse Structure using Distant Supervision from Sentiment EMNLP 2019
Deep Equilibrium Models NIPS 2019
Hamiltonian Neural Networks NIPS 2019
Aerodynamics and Lumped-Masses Combined with Delay Lines for Modeling Vertical and Anterior-Posterior Phase Differences in Pathological Vocal Fold Vibration INTERSPEECH 2019
Text2Math: End-to-end Parsing Text into Math Expressions IJCNLP 2019