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Foundation Models

4845 directly classified papers

Papers per year

Papers

Span Model for Open Information Extraction on Accurate Corpus AAAI 2020
Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-Trained Language Models EMNLP 2020
Solving Historical Dictionary Codes with a Neural Language Model EMNLP 2020
ALOHA: Artificial Learning of Human Attributes for Dialogue Agents AAAI 2020
High-Fidelity Generative Image Compression NIPS 2020
From Statistical Relational to Neuro-Symbolic Artificial Intelligence IJCAI 2020
O(n) Connections are Expressive Enough: Universal Approximability of Sparse Transformers NIPS 2020
Towards Neural Programming Interfaces NIPS 2020
Language Models are Few-Shot Learners NIPS 2020
Recurrent Quantum Neural Networks NIPS 2020
The Summary Loop: Learning to Write Abstractive Summaries Without Examples ACL 2020
Evaluation of Machine Translation Methods applied to Medical Terminologies EMNLP 2020
On the Computational Power of Transformers and Its Implications in Sequence Modeling EMNLP 2020
Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation EMNLP 2020
Graph-to-Graph Transformer for Transition-based Dependency Parsing EMNLP 2020
To BERT or not to BERT: Comparing Speech and Language-Based Approaches for Alzheimer’s Disease Detection INTERSPEECH 2020
Zero-Shot Text-to-SQL Learning with Auxiliary Task AAAI 2020
Just Add Functions: A Neural-Symbolic Language Model AAAI 2020
ERNIE 2.0: A Continual Pre-Training Framework for Language Understanding AAAI 2020
From Boltzmann Machines to Neural Networks and Back Again NIPS 2020
Compositional Visual Generation with Energy Based Models NIPS 2020
Posterior-Guided Neural Architecture Search AAAI 2020
Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification NIPS 2020
MetaSDF: Meta-Learning Signed Distance Functions NIPS 2020
Finite Versus Infinite Neural Networks: an Empirical Study NIPS 2020