Representation Learning

Invertible Generative Modeling using Linear Rational Splines AISTATS 2020 Invertible Tree Embeddings using a Cryptographic Role Embedding Scheme COLING 2020 Investigating representations of verb bias in neural language models EMNLP 2020 Investigating Rich Feature Sources for Conceptual Representation Encoding COLING 2020 Investigating Word-Class Distributions in Word Vector Spaces ACL 2020 ISIKUN at the FinCausal 2020: Linguistically informed Machine-learning Approach for Causality Identification in Financial Documents COLING 2020 Is normalization indispensable for training deep neural network? NeurIPS 2020 Is Wikipedia succeeding in reducing gender bias? Assessing changes in gender bias in Wikipedia using word embeddings EMNLP 2020 Item-based Collaborative Filtering with BERT ACL 2020 Iterative Channel Estimation for Discrete Denoising under Channel Uncertainty UAI 2020 Iterative Context-Aware Graph Inference for Visual Dialog CVPR 2020 IVFS: Simple and Efficient Feature Selection for High Dimensional Topology Preservation AAAI 2020 IWE-Net: Instance Weight Network for Locating Negative Comments and its application to improve Traffic User Experience AAAI 2020 JCT at SemEval-2020 Task 1: Combined Semantic Vector Spaces Models for Unsupervised Lexical Semantic Change Detection SemEval 2020 Joint Contrastive Learning with Infinite Possibilities NeurIPS 2020 Joint Learning of the Graph and the Data Representation for Graph-Based Semi-Supervised Learning COLING 2020 Joint Learning of Vessel Segmentation and Artery/Vein Classification with Post-processing MIDL 2020 Joint Representation Learning of Legislator and Legislation for Roll Call Prediction IJCAI 2020 Joint Training for Simultaneous Speech Denoising and Dereverberation with Deep Embedding Representations Interspeech 2020 Joint Training of Variational Auto-Encoder and Latent Energy-Based Model CVPR 2020 Just Add Functions: A Neural-Symbolic Language Model AAAI 2020 JUSTMasters at SemEval-2020 Task 3: Multilingual Deep Learning Model to Predict the Effect of Context in Word Similarity SemEval 2020 KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations EMNLP 2020 Kernel Conditional Density Operators AISTATS 2020 Kernel-estimated Nonparametric Overlap-Based Syncytial Clustering JMLR 2020