Representation Learning

An information theoretic view on selecting linguistic probes EMNLP 2020 A Pre-Training Based Personalized Dialogue Generation Model with Persona-Sparse Data AAAI 2020 A Recursive Network with Dynamic Attention for Monaural Speech Enhancement Interspeech 2020 A Shared-Private Representation Model with Coarse-to-Fine Extraction for Target Sentiment Analysis EMNLP 2020 Asking without Telling: Exploring Latent Ontologies in Contextual Representations EMNLP 2020 A Sober Look at the Unsupervised Learning of Disentangled Representations and their Evaluation JMLR 2020 A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image CVPR 2020 Assessing Phrasal Representation and Composition in Transformers EMNLP 2020 A Survey on Representation Learning for User Modeling IJCAI 2020 A Transformer Approach to Contextual Sarcasm Detection in Twitter ACL 2020 Attentive Convolutional Recurrent Neural Network Using Phoneme-Level Acoustic Representation for Rare Sound Event Detection Interspeech 2020 Audio-Visual Model Distillation Using Acoustic Images WACV 2020 Author Name Disambiguation on Heterogeneous Information Network with Adversarial Representation Learning AAAI 2020 Automatically Learning Compact Quality-aware Surrogates for Optimization Problems NeurIPS 2020 Back to the Future – Temporal Adaptation of Text Representations AAAI 2020 Bayesian Attention Modules NeurIPS 2020 BBN: Bilateral-Branch Network With Cumulative Learning for Long-Tailed Visual Recognition CVPR 2020 Being neighbourly: Neural metaphor identification in discourse ACL 2020 Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems CVPR 2020 Be More with Less: Hypergraph Attention Networks for Inductive Text Classification EMNLP 2020 Benchmarking Deep Learning Interpretability in Time Series Predictions NeurIPS 2020 BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance ACL 2020 Biological credit assignment through dynamic inversion of feedforward networks NeurIPS 2020 Biomedical Entity Representations with Synonym Marginalization ACL 2020 Bipartite Flat-Graph Network for Nested Named Entity Recognition ACL 2020