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Foundation Models

4845 directly classified papers

Papers per year

Papers

The workweek is the best time to start a family – A Study of GPT-2 Based Claim Generation EMNLP 2020
WantWords: An Open-source Online Reverse Dictionary System EMNLP 2020
MovieChats: Chat like Humans in a Closed Domain EMNLP 2020
Discourse structure interacts with reference but not syntax in neural language models EMNLP 2020
Evolved Speech-Transformer: Applying Neural Architecture Search to End-to-End Automatic Speech Recognition INTERSPEECH 2020
MetaFun: Meta-Learning with Iterative Functional Updates ICML 2020
Designing Templates for Eliciting Commonsense Knowledge from Pretrained Sequence-to-Sequence Models COLING 2020
LMVE at SemEval-2020 Task 4: Commonsense Validation and Explanation Using Pretraining Language Model COLING 2020
BERT at SemEval-2020 Task 8: Using BERT to Analyse Meme Emotions SEMEVAL 2020
Mxgra at SemEval-2020 Task 4: Common Sense Making with Next Token Prediction COLING 2020
Interpretable multi-timescale models for predicting fMRI responses to continuous natural speech NIPS 2020
Smash at SemEval-2020 Task 7: Optimizing the Hyperparameters of ERNIE 2.0 for Humor Ranking and Rating SEMEVAL 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
MLEngineer at SemEval-2020 Task 7: BERT-Flair Based Humor Detection Model (BFHumor) SEMEVAL 2020
AutoSpeech 2020: The Second Automated Machine Learning Challenge for Speech Classification INTERSPEECH 2020
CheXpert++: Approximating the CheXpert Labeler for Speed, Differentiability, and Probabilistic Output MLHC 2020
Variational Integrator Networks for Physically Structured Embeddings AISTATS 2020
BioMedBERT: A Pre-trained Biomedical Language Model for QA and IR COLING 2020
NAT: Neural Architecture Transformer for Accurate and Compact Architectures NIPS 2019
Meta-Surrogate Benchmarking for Hyperparameter Optimization 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
On the Spatial and Temporal Influence for the Reconstruction of Magnetic Resonance Fingerprinting MIDL 2019
AnatomyGen: Deep Anatomy Generation From Dense Representation With Applications in Mandible Synthesis MIDL 2019